DataFrame
NO COMPARISON TARGET
30213
ROWS
0
DUPLICATES
24.7 MB
RAM
90
FEATURES
34
CATEGORICAL
56
NUMERICAL
0
TEXT
2.1.3
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
SEQN
VALUES:
30,213
(100%)
MISSING:
---
DISTINCT:
30,213
(100%)
ZEROES:
---
MAX
102,955
95%
99,960
Q3
88,078
AVG
72,306
MEDIAN
71,592
Q1
56,506
5%
44,525
MIN
41,475
RANGE
61,480
IQR
31,572
STD
17,963
VAR
322.7M
KURT.
-1.25
SKEW
-0.008
SUM
2.2B
2
GENDER
VALUES:
30,213
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
3
AGE
VALUES:
30,213
(100%)
MISSING:
---
DISTINCT:
81
(<1%)
ZEROES:
1,239
(4%)
MAX
80.0
95%
78.0
Q3
54.0
AVG
32.9
MEDIAN
29.0
Q1
10.0
5%
1.0
MIN
0.0
RANGE
80.0
IQR
44.0
STD
24.9
VAR
621
KURT.
-1.16
SKEW
0.364
SUM
993k
4
ETHNICITY
VALUES:
30,213
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
5
EDUCATION
VALUES:
17,907
(59%)
MISSING:
12,306
(41%)
DISTINCT:
7
(<1%)
6
HOUSE_INDIV
VALUES:
30,213
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
7
FAMILY_SIZE
VALUES:
30,213
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
8
FAM_INCOME
VALUES:
29,630
(98%)
MISSING:
583
(2%)
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
99.0
95%
15.0
Q3
14.0
AVG
11.0
MEDIAN
7.0
Q1
5.0
5%
2.0
MIN
1.0
RANGE
98.0
IQR
9.00
STD
15.7
VAR
246
KURT.
19.8
SKEW
4.42
SUM
325k
9
sw_pregnant
VALUES:
30,213
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
10
INTERVIE_wgt
VALUES:
30,213
(100%)
MISSING:
---
DISTINCT:
18,537
(61%)
ZEROES:
---
MAX
424k
95%
95k
Q3
36k
AVG
31k
MEDIAN
20k
Q1
13k
5%
7k
MIN
2k
RANGE
422k
IQR
23,435
STD
30,755
VAR
945.9M
KURT.
11.1
SKEW
2.69
SUM
947.7M
11
EXAM_wgt
VALUES:
30,213
(100%)
MISSING:
---
DISTINCT:
21,885
(72%)
ZEROES:
1,235
(4%)
MAX
417k
95%
97k
Q3
37k
AVG
31k
MEDIAN
20k
Q1
12k
5%
5k
MIN
0k
RANGE
417k
IQR
24,227
STD
31,839
VAR
1.0B
KURT.
10.8
SKEW
2.64
SUM
947.6M
12
HEIGHT
VALUES:
26,676
(88%)
MISSING:
3,537
(12%)
DISTINCT:
1,035
(3%)
ZEROES:
---
MAX
194
95%
171
Q3
164
MEDIAN
158
AVG
151
Q1
149
5%
102
MIN
78
RANGE
116
IQR
14.5
STD
20.1
VAR
403
KURT.
2.03
SKEW
-1.64
SUM
4.0M
13
WEIGHT
VALUES:
28,636
(95%)
MISSING:
1,577
(5%)
DISTINCT:
1,522
(5%)
ZEROES:
---
MAX
231
95%
108
Q3
78
MEDIAN
62
AVG
60
Q1
40
5%
10
MIN
3
RANGE
228
IQR
37.9
STD
30.1
VAR
908
KURT.
0.206
SKEW
0.199
SUM
1.7M
14
BMI
VALUES:
26,647
(88%)
MISSING:
3,566
(12%)
DISTINCT:
3,111
(10%)
ZEROES:
---
MAX
84.9
95%
41.6
Q3
31.2
AVG
26.3
MEDIAN
25.2
Q1
20.0
5%
15.2
MIN
11.5
RANGE
73.4
IQR
11.2
STD
8.40
VAR
70.6
KURT.
1.69
SKEW
0.979
SUM
701k
15
WAIST_CIRC
VALUES:
25,293
(84%)
MISSING:
4,920
(16%)
DISTINCT:
1,145
(4%)
ZEROES:
---
MAX
177
95%
123
Q3
102
MEDIAN
87
AVG
87
Q1
72
5%
50
MIN
39
RANGE
138
IQR
30.0
STD
22.0
VAR
484
KURT.
-0.252
SKEW
0.160
SUM
2.2M
16
pusle
VALUES:
22,270
(74%)
MISSING:
7,943
(26%)
DISTINCT:
58
(<1%)
ZEROES:
1
(<1%)
MAX
224
95%
98
Q3
84
AVG
76
MEDIAN
74
Q1
68
5%
58
MIN
0
RANGE
224
IQR
16.0
STD
12.3
VAR
151
KURT.
2.26
SKEW
0.647
SUM
1.7M
17
pulse_type
VALUES:
27,865
(92%)
MISSING:
2,348
(8%)
DISTINCT:
2
(<1%)
18
SBP_first
VALUES:
21,178
(70%)
MISSING:
9,035
(30%)
DISTINCT:
80
(<1%)
ZEROES:
---
MAX
238
95%
156
Q3
128
AVG
118
MEDIAN
114
Q1
104
5%
94
MIN
72
RANGE
166
IQR
24.0
STD
19.8
VAR
391
KURT.
2.05
SKEW
1.20
SUM
2.5M
19
DBP_first
VALUES:
21,575
(71%)
MISSING:
8,638
(29%)
DISTINCT:
79
(<1%)
ZEROES:
---
MAX
234
95%
156
Q3
128
AVG
118
MEDIAN
114
Q1
104
5%
94
MIN
72
RANGE
162
IQR
24.0
STD
19.7
VAR
389
KURT.
1.98
SKEW
1.18
SUM
2.5M
20
SBP_second
VALUES:
21,178
(70%)
MISSING:
9,035
(30%)
DISTINCT:
60
(<1%)
ZEROES:
230
(<1%)
MAX
134
95%
86
Q3
74
MEDIAN
66
AVG
66
Q1
58
5%
44
MIN
0
RANGE
134
IQR
16.0
STD
14.2
VAR
202
KURT.
4.18
SKEW
-1.01
SUM
1.4M
21
DBP_second
VALUES:
21,575
(71%)
MISSING:
8,638
(29%)
DISTINCT:
63
(<1%)
ZEROES:
284
(<1%)
MAX
134
95%
86
Q3
74
MEDIAN
66
AVG
66
Q1
58
5%
44
MIN
0
RANGE
134
IQR
16.0
STD
14.5
VAR
212
KURT.
4.44
SKEW
-1.12
SUM
1.4M
22
sw_smoke_100
VALUES:
18,374
(61%)
MISSING:
11,839
(39%)
DISTINCT:
3
(<1%)
23
age_first_smoke
VALUES:
6,242
(21%)
MISSING:
23,971
(79%)
DISTINCT:
60
(<1%)
ZEROES:
211
(<1%)
MAX
999
95%
30
Q3
20
AVG
23
MEDIAN
18
Q1
15
5%
11
MIN
0
RANGE
999
IQR
5.00
STD
66.8
VAR
4,466
KURT.
202
SKEW
14.2
SUM
142k
24
sw_smoke_actual
VALUES:
6,242
(21%)
MISSING:
23,971
(79%)
DISTINCT:
3
(<1%)
25
sw_smoker
VALUES:
18,374
(61%)
MISSING:
11,839
(39%)
DISTINCT:
3
(<1%)
26
sw_smoker_cat
VALUES:
18,374
(61%)
MISSING:
11,839
(39%)
DISTINCT:
3
(<1%)
27
sw_cannabis
VALUES:
10,509
(35%)
MISSING:
19,704
(65%)
DISTINCT:
4
(<1%)
28
age_first
VALUES:
4,958
(16%)
MISSING:
25,255
(84%)
DISTINCT:
55
(<1%)
ZEROES:
1
(<1%)
MAX
999
95%
25
Q3
19
AVG
18
MEDIAN
17
Q1
15
5%
12
MIN
0
RANGE
999
IQR
4.00
STD
21.2
VAR
450
KURT.
1,584
SKEW
38.5
SUM
89,756
29
last_cannabis_time
VALUES:
4,943
(16%)
MISSING:
25,270
(84%)
DISTINCT:
6
(<1%)
30
sw_drugs
VALUES:
13,066
(43%)
MISSING:
17,147
(57%)
DISTINCT:
4
(<1%)
31
sw_coccaine
VALUES:
1,522
(5%)
MISSING:
28,691
(95%)
DISTINCT:
3
(<1%)
32
sw_heroin
VALUES:
1,521
(5%)
MISSING:
28,692
(95%)
DISTINCT:
3
(<1%)
33
sw_methamphetamine
VALUES:
1,521
(5%)
MISSING:
28,692
(95%)
DISTINCT:
3
(<1%)
34
ALBUMIN
VALUES:
19,302
(64%)
MISSING:
10,911
(36%)
DISTINCT:
34
(<1%)
ZEROES:
---
MAX
56.0
95%
47.0
Q3
44.0
MEDIAN
42.0
AVG
41.6
Q1
40.0
5%
36.0
MIN
12.0
RANGE
44.0
IQR
4.00
STD
3.44
VAR
11.8
KURT.
1.37
SKEW
-0.495
SUM
804k
35
BUN
VALUES:
19,296
(64%)
MISSING:
10,917
(36%)
DISTINCT:
69
(<1%)
ZEROES:
---
MAX
33.9
95%
7.8
Q3
5.4
AVG
4.5
MEDIAN
4.3
Q1
3.2
5%
2.1
MIN
0.4
RANGE
33.6
IQR
2.15
STD
2.05
VAR
4.22
KURT.
16.3
SKEW
2.71
SUM
86,634
36
CALCIO
VALUES:
19,279
(64%)
MISSING:
10,934
(36%)
DISTINCT:
46
(<1%)
ZEROES:
---
MAX
3.70
95%
2.50
Q3
2.40
MEDIAN
2.35
AVG
2.35
Q1
2.27
5%
2.20
MIN
1.65
RANGE
2.05
IQR
0.125
STD
0.094
VAR
0.009
KURT.
3.82
SKEW
0.457
SUM
45,250
37
CHOLESTEROL
VALUES:
19,296
(64%)
MISSING:
10,917
(36%)
DISTINCT:
299
(<1%)
ZEROES:
---
MAX
16.5
95%
6.8
Q3
5.6
AVG
4.9
MEDIAN
4.8
Q1
4.1
5%
3.4
MIN
1.6
RANGE
14.9
IQR
1.42
STD
1.08
VAR
1.17
KURT.
1.65
SKEW
0.724
SUM
94,817
38
CREATININE
VALUES:
19,298
(64%)
MISSING:
10,915
(36%)
DISTINCT:
267
(<1%)
ZEROES:
---
MAX
1,539
95%
98
Q3
73
AVG
67
MEDIAN
64
Q1
55
5%
44
MIN
22
RANGE
1,517
IQR
18.6
STD
31.2
VAR
971
KURT.
431
SKEW
14.9
SUM
1.3M
39
GLUCOSE
VALUES:
19,299
(64%)
MISSING:
10,914
(36%)
DISTINCT:
333
(1%)
ZEROES:
---
MAX
43.1
95%
8.3
Q3
5.6
AVG
5.5
MEDIAN
5.0
Q1
4.7
5%
4.1
MIN
1.8
RANGE
41.3
IQR
0.950
STD
2.01
VAR
4.04
KURT.
43.2
SKEW
5.33
SUM
106k
40
IRON
VALUES:
19,276
(64%)
MISSING:
10,937
(36%)
DISTINCT:
254
(<1%)
ZEROES:
---
MAX
85.3
95%
24.7
Q3
17.2
AVG
13.8
MEDIAN
13.1
Q1
9.5
5%
5.0
MIN
0.9
RANGE
84.4
IQR
7.70
STD
6.20
VAR
38.4
KURT.
4.33
SKEW
1.14
SUM
265k
41
PHOSPHORUS
VALUES:
19,296
(64%)
MISSING:
10,917
(36%)
DISTINCT:
53
(<1%)
ZEROES:
---
MAX
3.52
95%
1.55
Q3
1.36
AVG
1.25
MEDIAN
1.23
Q1
1.13
5%
0.97
MIN
0.58
RANGE
2.94
IQR
0.226
STD
0.185
VAR
0.034
KURT.
1.90
SKEW
0.390
SUM
24,064
42
BILIRUBIN
VALUES:
19,286
(64%)
MISSING:
10,927
(36%)
DISTINCT:
43
(<1%)
ZEROES:
18
(<1%)
MAX
70.1
95%
17.1
Q3
12.0
AVG
9.9
MEDIAN
8.6
Q1
6.8
5%
3.4
MIN
0.0
RANGE
70.1
IQR
5.13
STD
4.57
VAR
20.9
KURT.
6.25
SKEW
1.43
SUM
190k
43
PROTEIN
VALUES:
19,291
(64%)
MISSING:
10,922
(36%)
DISTINCT:
50
(<1%)
ZEROES:
---
MAX
113.0
95%
79.0
Q3
74.0
AVG
71.4
MEDIAN
71.0
Q1
68.0
5%
64.0
MIN
34.0
RANGE
79.0
IQR
6.00
STD
4.63
VAR
21.4
KURT.
1.53
SKEW
0.151
SUM
1.4M
44
TRIGLYCERIDS
VALUES:
19,284
(64%)
MISSING:
10,929
(36%)
DISTINCT:
578
(2%)
ZEROES:
---
MAX
68.4
95%
3.3
Q3
1.8
AVG
1.5
MEDIAN
1.2
Q1
0.8
5%
0.5
MIN
0.1
RANGE
68.2
IQR
1.02
STD
1.18
VAR
1.38
KURT.
606
SKEW
13.4
SUM
28,469
45
URIC_ACID
VALUES:
19,293
(64%)
MISSING:
10,920
(36%)
DISTINCT:
112
(<1%)
ZEROES:
---
MAX
1,071
95%
422
Q3
327
AVG
286
MEDIAN
274
Q1
232
5%
178
MIN
24
RANGE
1,047
IQR
95.1
STD
76.2
VAR
5,813
KURT.
2.33
SKEW
0.980
SUM
5.5M
46
GLOBULIN
VALUES:
19,291
(64%)
MISSING:
10,922
(36%)
DISTINCT:
54
(<1%)
ZEROES:
---
MAX
75.0
95%
37.0
Q3
32.0
AVG
29.7
MEDIAN
29.0
Q1
27.0
5%
23.0
MIN
6.0
RANGE
69.0
IQR
5.00
STD
4.49
VAR
20.2
KURT.
2.91
SKEW
0.700
SUM
574k
47
HbA1c
VALUES:
19,643
(65%)
MISSING:
10,570
(35%)
DISTINCT:
117
(<1%)
ZEROES:
---
MAX
17.8
95%
7.3
Q3
5.8
AVG
5.7
MEDIAN
5.5
Q1
5.2
5%
4.8
MIN
2.0
RANGE
15.8
IQR
0.600
STD
1.00
VAR
1.01
KURT.
23.2
SKEW
3.98
SUM
111k
48
Glucose_basal
VALUES:
8,823
(29%)
MISSING:
21,390
(71%)
DISTINCT:
264
(<1%)
ZEROES:
---
MAX
584
95%
153
Q3
107
AVG
105
MEDIAN
97
Q1
91
5%
83
MIN
38
RANGE
546
IQR
16.0
STD
33.0
VAR
1,087
KURT.
36.1
SKEW
5.07
SUM
927k
49
Insulin_basal
VALUES:
6,980
(23%)
MISSING:
23,233
(77%)
DISTINCT:
2,598
(9%)
ZEROES:
---
MAX
324
95%
33
Q3
16
AVG
13
MEDIAN
10
Q1
7
5%
4
MIN
0
RANGE
324
IQR
9.52
STD
12.6
VAR
160
KURT.
113
SKEW
7.19
SUM
93,501
50
HOMA_beta
VALUES:
6,965
(23%)
MISSING:
23,248
(77%)
DISTINCT:
6,168
(20%)
ZEROES:
---
MAX
4,522
95%
316
Q3
162
AVG
134
MEDIAN
107
Q1
69
5%
34
MIN
-6,912
RANGE
11,434
IQR
93.1
STD
163
VAR
26,426
KURT.
619
SKEW
-5.74
SUM
934k
51
HOMA_IR
VALUES:
6,966
(23%)
MISSING:
23,247
(77%)
DISTINCT:
6,451
(21%)
ZEROES:
---
MAX
100
95%
9
Q3
4
AVG
4
MEDIAN
3
Q1
2
5%
1
MIN
0
RANGE
100
IQR
2.68
STD
4.63
VAR
21.5
KURT.
129
SKEW
8.90
SUM
25,323
52
WBC
VALUES:
24,845
(82%)
MISSING:
5,368
(18%)
DISTINCT:
185
(<1%)
ZEROES:
---
MAX
400
95%
11
Q3
9
AVG
7
MEDIAN
7
Q1
6
5%
4
MIN
1
RANGE
399
IQR
2.80
STD
3.36
VAR
11.3
KURT.
7,520
SKEW
64.8
SUM
183k
53
lymphocyte_pct
VALUES:
24,799
(82%)
MISSING:
5,414
(18%)
DISTINCT:
691
(2%)
ZEROES:
---
MAX
90.8
95%
53.6
Q3
40.1
AVG
34.1
MEDIAN
32.8
Q1
26.9
5%
19.0
MIN
2.7
RANGE
88.1
IQR
13.2
STD
10.5
VAR
110
KURT.
0.772
SKEW
0.675
SUM
846k
54
monocyte_pct
VALUES:
24,799
(82%)
MISSING:
5,414
(18%)
DISTINCT:
204
(<1%)
ZEROES:
---
MAX
53.2
95%
11.4
Q3
8.8
AVG
7.6
MEDIAN
7.4
Q1
6.2
5%
4.6
MIN
0.6
RANGE
52.6
IQR
2.60
STD
2.22
VAR
4.92
KURT.
16.0
SKEW
1.74
SUM
189k
55
neutrophil_pct
VALUES:
24,799
(82%)
MISSING:
5,414
(18%)
DISTINCT:
735
(2%)
ZEROES:
---
MAX
96.6
95%
71.6
Q3
62.7
MEDIAN
56.0
AVG
54.9
Q1
48.1
5%
34.2
MIN
4.2
RANGE
92.4
IQR
14.6
STD
11.4
VAR
129
KURT.
0.431
SKEW
-0.495
SUM
1.4M
56
eosinophil_pct
VALUES:
24,799
(82%)
MISSING:
5,414
(18%)
DISTINCT:
193
(<1%)
ZEROES:
38
(<1%)
MAX
34.1
95%
6.7
Q3
3.4
AVG
2.7
MEDIAN
2.2
Q1
1.4
5%
0.7
MIN
0.0
RANGE
34.1
IQR
2.00
STD
2.16
VAR
4.66
KURT.
15.6
SKEW
2.88
SUM
68,108
57
basophil_pct
VALUES:
24,799
(82%)
MISSING:
5,414
(18%)
DISTINCT:
73
(<1%)
ZEROES:
304
(1%)
MAX
19.7
95%
1.4
Q3
0.9
AVG
0.7
MEDIAN
0.6
Q1
0.4
5%
0.2
MIN
0.0
RANGE
19.7
IQR
0.500
STD
0.507
VAR
0.258
KURT.
172
SKEW
7.69
SUM
17,801
58
lymphocyte_cnt
VALUES:
24,797
(82%)
MISSING:
5,416
(18%)
DISTINCT:
107
(<1%)
ZEROES:
---
MAX
359
95%
4
Q3
3
AVG
2
MEDIAN
2
Q1
2
5%
1
MIN
0
RANGE
358
IQR
1.10
STD
2.51
VAR
6.29
KURT.
16,461
SKEW
116
SUM
61,258
59
monocyte_cnt
VALUES:
24,797
(82%)
MISSING:
5,416
(18%)
DISTINCT:
30
(<1%)
ZEROES:
1
(<1%)
MAX
3.80
95%
0.90
Q3
0.60
AVG
0.55
MEDIAN
0.50
Q1
0.40
5%
0.30
MIN
0.00
RANGE
3.80
IQR
0.200
STD
0.196
VAR
0.039
KURT.
13.3
SKEW
1.84
SUM
13,557
60
neutrophil_cnt
VALUES:
24,797
(82%)
MISSING:
5,416
(18%)
DISTINCT:
148
(<1%)
ZEROES:
---
MAX
35.2
95%
7.3
Q3
5.0
AVG
4.1
MEDIAN
3.8
Q1
2.9
5%
1.8
MIN
0.2
RANGE
35.0
IQR
2.10
STD
1.75
VAR
3.05
KURT.
7.47
SKEW
1.45
SUM
102k
61
eosinophil_cnt
VALUES:
24,797
(82%)
MISSING:
5,416
(18%)
DISTINCT:
29
(<1%)
ZEROES:
1,486
(5%)
MAX
3.20
95%
0.50
Q3
0.20
MEDIAN
0.20
AVG
0.20
Q1
0.10
5%
0.00
MIN
0.00
RANGE
3.20
IQR
0.100
STD
0.173
VAR
0.030
KURT.
29.4
SKEW
3.75
SUM
4,934
62
basophil_cnt
VALUES:
24,797
(82%)
MISSING:
5,416
(18%)
DISTINCT:
13
(<1%)
ZEROES:
14,367
(48%)
MAX
2.10
95%
0.10
Q3
0.10
AVG
0.04
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.10
IQR
0.100
STD
0.061
VAR
0.004
KURT.
129
SKEW
5.33
SUM
1,114
63
RBC
VALUES:
24,847
(82%)
MISSING:
5,366
(18%)
DISTINCT:
341
(1%)
ZEROES:
---
MAX
7.90
95%
5.12
Q3
4.72
AVG
4.48
MEDIAN
4.47
Q1
4.23
5%
3.84
MIN
2.49
RANGE
5.41
IQR
0.490
STD
0.400
VAR
0.160
KURT.
1.48
SKEW
0.130
SUM
111k
64
hemoglobin
VALUES:
24,847
(82%)
MISSING:
5,366
(18%)
DISTINCT:
119
(<1%)
ZEROES:
---
MAX
19.6
95%
14.9
Q3
13.9
MEDIAN
13.1
AVG
13.1
Q1
12.4
5%
11.1
MIN
6.1
RANGE
13.5
IQR
1.50
STD
1.19
VAR
1.42
KURT.
1.89
SKEW
-0.533
SUM
325k
65
hematocrit
VALUES:
24,847
(82%)
MISSING:
5,366
(18%)
DISTINCT:
281
(<1%)
ZEROES:
---
MAX
59.0
95%
43.9
Q3
40.9
MEDIAN
38.8
AVG
38.7
Q1
36.7
5%
33.3
MIN
20.5
RANGE
38.5
IQR
4.20
STD
3.32
VAR
11.0
KURT.
1.22
SKEW
-0.271
SUM
962k
66
MCV
VALUES:
24,847
(82%)
MISSING:
5,366
(18%)
DISTINCT:
506
(2%)
ZEROES:
---
MAX
125.3
95%
96.0
Q3
91.0
MEDIAN
87.3
AVG
86.8
Q1
83.2
5%
75.5
MIN
35.4
RANGE
89.9
IQR
7.80
STD
6.50
VAR
42.3
KURT.
1.94
SKEW
-0.720
SUM
2.2M
67
MCH
VALUES:
24,847
(82%)
MISSING:
5,366
(18%)
DISTINCT:
228
(<1%)
ZEROES:
---
MAX
56.2
95%
32.9
Q3
31.0
MEDIAN
29.6
AVG
29.3
Q1
28.0
5%
24.8
MIN
12.4
RANGE
43.8
IQR
3.00
STD
2.59
VAR
6.71
KURT.
2.72
SKEW
-0.805
SUM
729k
68
MCHC
VALUES:
24,861
(82%)
MISSING:
5,352
(18%)
DISTINCT:
111
(<1%)
ZEROES:
---
MAX
44.9
95%
35.5
Q3
34.5
AVG
33.8
MEDIAN
33.8
Q1
33.2
5%
32.0
MIN
25.1
RANGE
19.8
IQR
1.30
STD
1.08
VAR
1.16
KURT.
2.24
SKEW
-0.216
SUM
840k
69
RDW
VALUES:
24,847
(82%)
MISSING:
5,366
(18%)
DISTINCT:
150
(<1%)
ZEROES:
---
MAX
37.8
95%
15.9
Q3
13.8
AVG
13.4
MEDIAN
13.1
Q1
12.5
5%
11.8
MIN
9.7
RANGE
28.1
IQR
1.30
STD
1.46
VAR
2.13
KURT.
17.4
SKEW
2.81
SUM
332k
70
platelets
VALUES:
24,846
(82%)
MISSING:
5,367
(18%)
DISTINCT:
542
(2%)
ZEROES:
---
MAX
1,000
95%
393
Q3
310
AVG
270
MEDIAN
262
Q1
222
5%
171
MIN
11
RANGE
989
IQR
88.0
STD
70.7
VAR
5,004
KURT.
3.78
SKEW
0.985
SUM
6.7M
71
MPV
VALUES:
24,846
(82%)
MISSING:
5,367
(18%)
DISTINCT:
81
(<1%)
ZEROES:
---
MAX
15.1
95%
9.7
Q3
8.6
AVG
8.1
MEDIAN
8.0
Q1
7.4
5%
6.6
MIN
4.7
RANGE
10.4
IQR
1.20
STD
0.959
VAR
0.920
KURT.
0.834
SKEW
0.547
SUM
200k
72
sw_diab
VALUES:
28,974
(96%)
MISSING:
1,239
(4%)
DISTINCT:
5
(<1%)
73
diab_age
VALUES:
2,289
(8%)
MISSING:
27,924
(92%)
DISTINCT:
82
(<1%)
ZEROES:
---
MAX
999
95%
75
Q3
60
AVG
65
MEDIAN
50
Q1
40
5%
20
MIN
1
RANGE
998
IQR
20.0
STD
121
VAR
14,578
KURT.
52.3
SKEW
7.26
SUM
148k
74
sw_prediab
VALUES:
18,997
(63%)
MISSING:
11,216
(37%)
DISTINCT:
3
(<1%)
75
sw_diabrisk
VALUES:
19,436
(64%)
MISSING:
10,777
(36%)
DISTINCT:
3
(<1%)
76
sw_insulin
VALUES:
28,974
(96%)
MISSING:
1,239
(4%)
DISTINCT:
4
(<1%)
77
sw_oral_antidiab
VALUES:
4,013
(13%)
MISSING:
26,200
(87%)
DISTINCT:
4
(<1%)
78
diab_retinopathy
VALUES:
2,271
(8%)
MISSING:
27,942
(92%)
DISTINCT:
3
(<1%)
79
insulin_time
VALUES:
545
(2%)
MISSING:
29,668
(98%)
DISTINCT:
44
(<1%)
ZEROES:
---
MAX
999
95%
35
Q3
15
AVG
31
MEDIAN
8
Q1
3
5%
1
MIN
1
RANGE
998
IQR
12.0
STD
130
VAR
16,774
KURT.
40.5
SKEW
6.36
SUM
16,671
80
insulin_period
VALUES:
531
(2%)
MISSING:
29,682
(98%)
DISTINCT:
2
(<1%)
81
CAD
VALUES:
17,906
(59%)
MISSING:
12,307
(41%)
DISTINCT:
3
(<1%)
82
CHF
VALUES:
17,906
(59%)
MISSING:
12,307
(41%)
DISTINCT:
3
(<1%)
83
MI
VALUES:
17,906
(59%)
MISSING:
12,307
(41%)
DISTINCT:
3
(<1%)
84
STROKE
VALUES:
17,906
(59%)
MISSING:
12,307
(41%)
DISTINCT:
3
(<1%)
85
FAMILY_DIAB
VALUES:
17,906
(59%)
MISSING:
12,307
(41%)
DISTINCT:
4
(<1%)
86
sw_asthma_ever
VALUES:
28,974
(96%)
MISSING:
1,239
(4%)
DISTINCT:
4
(<1%)
87
sw_overweight
VALUES:
19,772
(65%)
MISSING:
10,441
(35%)
DISTINCT:
3
(<1%)
88
sw_malignancy
VALUES:
17,906
(59%)
MISSING:
12,307
(41%)
DISTINCT:
3
(<1%)
89
RENAL
VALUES:
17,907
(59%)
MISSING:
12,306
(41%)
DISTINCT:
3
(<1%)
90
DIALYSIS
VALUES:
17,907
(59%)
MISSING:
12,306
(41%)
DISTINCT:
3
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
SEQN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MCHC
-0.38
BILIRUBIN
-0.37
RDW
0.28
MPV
0.19
MCH
-0.16
RBC
0.12
hematocrit
0.10
CALCIO
-0.10
BUN
0.09
PHOSPHORUS
-0.09
platelets
-0.09
ALBUMIN
-0.07
monocyte_cnt
0.07
basophil_cnt
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.15
EDUCATION
0.08
sw_prediab
0.08
sw_oral_antidiab
0.08
last_cannabis_time
0.06
sw_smoke_100
0.06
sw_smoker_cat
0.06
insulin_period
0.05
FAMILY_DIAB
0.04
sw_diabrisk
0.04
sw_smoke_actual
0.04
sw_smoker
0.04
sw_diab
0.03
sw_overweight
0.03
MOST FREQUENT VALUES
41475
1
<0.1%
83118
1
<0.1%
83142
1
<0.1%
83140
1
<0.1%
83135
1
<0.1%
83134
1
<0.1%
83133
1
<0.1%
83132
1
<0.1%
83131
1
<0.1%
83129
1
<0.1%
83126
1
<0.1%
83122
1
<0.1%
83121
1
<0.1%
83120
1
<0.1%
83117
1
<0.1%
SMALLEST VALUES
41475
1
<0.1%
41476
1
<0.1%
41478
1
<0.1%
41485
1
<0.1%
41486
1
<0.1%
41489
1
<0.1%
41490
1
<0.1%
41491
1
<0.1%
41493
1
<0.1%
41496
1
<0.1%
41497
1
<0.1%
41499
1
<0.1%
41500
1
<0.1%
41507
1
<0.1%
41510
1
<0.1%
LARGEST VALUES
102955
1
<0.1%
102954
1
<0.1%
102952
1
<0.1%
102948
1
<0.1%
102943
1
<0.1%
102942
1
<0.1%
102941
1
<0.1%
102940
1
<0.1%
102939
1
<0.1%
102938
1
<0.1%
102937
1
<0.1%
102935
1
<0.1%
102933
1
<0.1%
102932
1
<0.1%
102931
1
<0.1%
GENDER
MISSING:
---
TOP CATEGORIES
2
30,213
100%
ALL
30,213
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
GENDER
PROVIDES INFORMATION ON...
insulin_period
0.00
ETHNICITY
0.00
sw_oral_antidiab
0.00
sw_diab
0.00
sw_smoke_100
0.00
sw_insulin
0.00
sw_smoker
0.00
pulse_type
0.00
sw_diabrisk
0.00
HOUSE_INDIV
0.00
FAMILY_SIZE
0.00
sw_smoker_cat
0.00
sw_cannabis
0.00
sw_drugs
0.00

THESE FEATURES
GIVE INFORMATION
ON GENDER:
ETHNICITY
1.00
EDUCATION
1.00
HOUSE_INDIV
1.00
FAMILY_SIZE
1.00
sw_pregnant
1.00
pulse_type
1.00
sw_smoke_100
1.00
sw_smoke_actual
1.00
sw_smoker
1.00
sw_smoker_cat
1.00
sw_cannabis
1.00
last_cannabis_time
1.00
sw_drugs
1.00
sw_coccaine
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
CORRELATION RATIO WITH...
SEQN
0.00
AGE
0.00
FAM_INCOME
0.00
INTERVIE_wgt
0.00
EXAM_wgt
0.00
HEIGHT
0.00
WEIGHT
0.00
BMI
0.00
WAIST_CIRC
0.00
pusle
0.00
SBP_first
0.00
DBP_first
0.00
SBP_second
0.00
DBP_second
0.00
AGE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SBP_first
0.63
DBP_first
0.62
WAIST_CIRC
0.61
WEIGHT
0.60
HEIGHT
0.52
BMI
0.47
BUN
0.47
MCV
0.39
lymphocyte_pct
-0.37
HbA1c
0.34
neutrophil_pct
0.34
CHOLESTEROL
0.33
pusle
-0.31
URIC_ACID
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_malignancy
0.83
EDUCATION
0.83
CAD
0.83
STROKE
0.83
CHF
0.83
MI
0.83
RENAL
0.82
FAMILY_DIAB
0.82
sw_smoker_cat
0.82
sw_smoke_100
0.81
sw_overweight
0.77
HOUSE_INDIV
0.58
FAMILY_SIZE
0.55
sw_diabrisk
0.48
MOST FREQUENT VALUES
80
1,269
4.2%
0
1,239
4.1%
2
883
2.9%
1
791
2.6%
11
681
2.3%
4
641
2.1%
9
639
2.1%
6
632
2.1%
8
619
2.0%
7
616
2.0%
10
605
2.0%
3
595
2.0%
5
559
1.9%
16
535
1.8%
14
532
1.8%
SMALLEST VALUES
0
1,239
4.1%
1
791
2.6%
2
883
2.9%
3
595
2.0%
4
641
2.1%
5
559
1.9%
6
632
2.1%
7
616
2.0%
8
619
2.0%
9
639
2.1%
10
605
2.0%
11
681
2.3%
12
495
1.6%
13
478
1.6%
14
532
1.8%
LARGEST VALUES
80
1,269
4.2%
79
129
0.4%
78
139
0.5%
77
152
0.5%
76
150
0.5%
75
182
0.6%
74
207
0.7%
73
217
0.7%
72
196
0.6%
71
227
0.8%
70
248
0.8%
69
207
0.7%
68
235
0.8%
67
266
0.9%
66
255
0.8%
ETHNICITY
MISSING:
---
TOP CATEGORIES
3
10,586
35%
4
6,777
22%
1
5,577
18%
5
3,850
13%
2
3,423
11%
ALL
30,213
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ETHNICITY
PROVIDES INFORMATION ON...
GENDER
1.00
EDUCATION
0.03
sw_smoke_actual
0.03
sw_smoker
0.03
sw_methamphetamine
0.03
sw_smoke_100
0.02
last_cannabis_time
0.02
HOUSE_INDIV
0.02
sw_smoker_cat
0.02
FAMILY_SIZE
0.02
sw_malignancy
0.02
sw_heroin
0.02
sw_coccaine
0.02
sw_cannabis
0.02

THESE FEATURES
GIVE INFORMATION
ON ETHNICITY:
EDUCATION
0.04
HOUSE_INDIV
0.03
FAMILY_SIZE
0.02
sw_smoker_cat
0.02
sw_smoke_100
0.02
sw_smoke_actual
0.02
sw_smoker
0.01
sw_malignancy
0.01
sw_cannabis
0.01
last_cannabis_time
0.01
FAMILY_DIAB
0.01
sw_overweight
0.01
STROKE
0.01
CHF
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
CORRELATION RATIO WITH...
INTERVIE_wgt
0.59
EXAM_wgt
0.57
AGE
0.16
SEQN
0.15
WEIGHT
0.15
neutrophil_cnt
0.14
CREATININE
0.14
IRON
0.13
TRIGLYCERIDS
0.13
BUN
0.13
CHOLESTEROL
0.12
neutrophil_pct
0.11
BILIRUBIN
0.11
BMI
0.11
EDUCATION
MISSING:
12,306
(41%)
TOP CATEGORIES
4.0
5,623
31%
5.0
4,055
23%
3.0
3,888
22%
2.0
2,440
14%
1.0
1,871
10%
9.0
22
<1%
7.0
8
<1%
ALL
17,907
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
EDUCATION
PROVIDES INFORMATION ON...
GENDER
1.00
CAD
0.89
MI
0.89
CHF
0.89
RENAL
0.88
STROKE
0.87
sw_malignancy
0.78
FAMILY_DIAB
0.60
sw_smoke_100
0.58
sw_smoker_cat
0.51
sw_overweight
0.44
sw_drugs
0.29
sw_prediab
0.21
sw_smoker
0.20

THESE FEATURES
GIVE INFORMATION
ON EDUCATION:
CHF
0.42
CAD
0.42
FAMILY_DIAB
0.42
MI
0.42
RENAL
0.42
STROKE
0.42
sw_malignancy
0.42
sw_smoker_cat
0.39
sw_smoke_100
0.39
sw_overweight
0.30
sw_drugs
0.15
sw_diabrisk
0.12
sw_prediab
0.11
sw_cannabis
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
EDUCATION
CORRELATION RATIO WITH...
AGE
0.83
CHOLESTEROL
0.68
HbA1c
0.67
CALCIO
0.65
PROTEIN
0.64
GLOBULIN
0.64
URIC_ACID
0.63
ALBUMIN
0.63
GLUCOSE
0.61
WEIGHT
0.60
PHOSPHORUS
0.60
BUN
0.59
CREATININE
0.57
DBP_first
0.55
HOUSE_INDIV
MISSING:
---
TOP CATEGORIES
4
6,250
21%
2
5,636
19%
3
5,300
18%
5
4,887
16%
6
2,727
9%
7
2,713
9%
1
2,700
9%
ALL
30,213
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HOUSE_INDIV
PROVIDES INFORMATION ON...
GENDER
1.00
FAMILY_SIZE
0.84
CAD
0.17
MI
0.17
CHF
0.17
STROKE
0.16
RENAL
0.16
sw_malignancy
0.15
sw_smoke_100
0.12
FAMILY_DIAB
0.11
sw_smoker_cat
0.11
sw_overweight
0.10
EDUCATION
0.08
sw_smoker
0.06

THESE FEATURES
GIVE INFORMATION
ON HOUSE_INDIV:
FAMILY_SIZE
0.85
EDUCATION
0.07
sw_malignancy
0.07
sw_smoker_cat
0.07
STROKE
0.07
sw_smoke_100
0.07
CAD
0.07
MI
0.07
CHF
0.07
RENAL
0.07
FAMILY_DIAB
0.07
sw_overweight
0.06
ETHNICITY
0.02
sw_smoker
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HOUSE_INDIV
CORRELATION RATIO WITH...
AGE
0.58
BUN
0.37
URIC_ACID
0.34
CHOLESTEROL
0.33
CREATININE
0.33
HbA1c
0.32
CALCIO
0.30
DBP_first
0.30
ALBUMIN
0.29
GLUCOSE
0.29
PROTEIN
0.29
PHOSPHORUS
0.28
SBP_first
0.28
GLOBULIN
0.28
FAMILY_SIZE
MISSING:
---
TOP CATEGORIES
4
6,134
20%
3
5,160
17%
2
5,159
17%
5
4,745
16%
1
3,941
13%
6
2,591
9%
7
2,483
8%
ALL
30,213
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
FAMILY_SIZE
PROVIDES INFORMATION ON...
GENDER
1.00
HOUSE_INDIV
0.85
CAD
0.16
MI
0.16
CHF
0.16
STROKE
0.16
RENAL
0.16
sw_malignancy
0.15
sw_smoke_100
0.12
FAMILY_DIAB
0.11
sw_smoker_cat
0.11
sw_overweight
0.10
EDUCATION
0.08
sw_smoker
0.06

THESE FEATURES
GIVE INFORMATION
ON FAMILY_SIZE:
HOUSE_INDIV
0.84
EDUCATION
0.07
sw_smoker_cat
0.07
sw_malignancy
0.07
sw_smoke_100
0.07
STROKE
0.07
CAD
0.06
MI
0.06
CHF
0.06
RENAL
0.06
FAMILY_DIAB
0.06
sw_overweight
0.06
sw_smoker
0.02
sw_smoke_actual
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FAMILY_SIZE
CORRELATION RATIO WITH...
AGE
0.55
BUN
0.36
URIC_ACID
0.34
CHOLESTEROL
0.34
CREATININE
0.33
HbA1c
0.33
CALCIO
0.31
ALBUMIN
0.30
DBP_first
0.30
PROTEIN
0.30
GLUCOSE
0.29
PHOSPHORUS
0.29
GLOBULIN
0.28
IRON
0.28
FAM_INCOME
MISSING:
583
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
insulin_time
0.16
age_first_smoke
0.05
diab_age
0.05
CREATININE
-0.03
URIC_ACID
-0.03
AGE
0.02
platelets
-0.02
monocyte_cnt
-0.02
BILIRUBIN
0.02
SEQN
0.02
BMI
-0.02
PROTEIN
0.02
ALBUMIN
0.02
INTERVIE_wgt
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FAMILY_SIZE
0.08
HOUSE_INDIV
0.08
ETHNICITY
0.07
EDUCATION
0.07
sw_smoker_cat
0.06
sw_smoke_100
0.05
sw_smoke_actual
0.05
sw_smoker
0.05
sw_asthma_ever
0.05
last_cannabis_time
0.04
sw_cannabis
0.04
sw_coccaine
0.03
sw_diab
0.03
sw_drugs
0.03
MOST FREQUENT VALUES
15.0
4,270
14.4%
6.0
3,517
11.9%
7.0
2,724
9.2%
5.0
2,402
8.1%
14.0
2,380
8.0%
3.0
2,163
7.3%
4.0
2,151
7.3%
8.0
2,149
7.3%
9.0
1,594
5.4%
2.0
1,526
5.2%
10.0
1,274
4.3%
1.0
1,126
3.8%
12.0
825
2.8%
77.0
631
2.1%
99.0
480
1.6%
SMALLEST VALUES
1.0
1,126
3.8%
2.0
1,526
5.2%
3.0
2,163
7.3%
4.0
2,151
7.3%
5.0
2,402
8.1%
6.0
3,517
11.9%
7.0
2,724
9.2%
8.0
2,149
7.3%
9.0
1,594
5.4%
10.0
1,274
4.3%
12.0
825
2.8%
13.0
418
1.4%
14.0
2,380
8.0%
15.0
4,270
14.4%
77.0
631
2.1%
LARGEST VALUES
99.0
480
1.6%
77.0
631
2.1%
15.0
4,270
14.4%
14.0
2,380
8.0%
13.0
418
1.4%
12.0
825
2.8%
10.0
1,274
4.3%
9.0
1,594
5.4%
8.0
2,149
7.3%
7.0
2,724
9.2%
6.0
3,517
11.9%
5.0
2,402
8.1%
4.0
2,151
7.3%
3.0
2,163
7.3%
2.0
1,526
5.2%
sw_pregnant
MISSING:
---
TOP CATEGORIES
0.0
29,841
99%
1.0
372
1%
ALL
30,213
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_pregnant
PROVIDES INFORMATION ON...
GENDER
1.00
STROKE
0.01
MI
0.01
CAD
0.01
CHF
0.01
RENAL
0.01
sw_malignancy
0.01
sw_cannabis
0.01
sw_smoke_100
0.01
FAMILY_DIAB
0.01
sw_prediab
0.01
sw_drugs
0.01
sw_smoker_cat
0.01
sw_overweight
0.01

THESE FEATURES
GIVE INFORMATION
ON sw_pregnant:
sw_malignancy
0.11
STROKE
0.11
MI
0.10
CAD
0.10
EDUCATION
0.10
CHF
0.10
RENAL
0.10
sw_cannabis
0.10
FAMILY_DIAB
0.10
sw_smoker_cat
0.10
sw_smoke_100
0.10
sw_overweight
0.09
sw_drugs
0.07
sw_diabrisk
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_pregnant
CORRELATION RATIO WITH...
neutrophil_cnt
0.12
pusle
0.08
CHOLESTEROL
0.08
neutrophil_pct
0.07
WEIGHT
0.07
GLOBULIN
0.06
WBC
0.06
BMI
0.06
PHOSPHORUS
0.06
TRIGLYCERIDS
0.06
WAIST_CIRC
0.06
HEIGHT
0.06
IRON
0.06
lymphocyte_pct
0.05
INTERVIE_wgt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EXAM_wgt
0.97
HEIGHT
0.27
WEIGHT
0.26
AGE
0.22
GLOBULIN
-0.22
MCV
0.20
MCH
0.20
lymphocyte_pct
-0.19
hemoglobin
0.18
neutrophil_pct
0.18
WAIST_CIRC
0.17
hematocrit
0.17
PROTEIN
-0.16
SBP_second
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.59
EDUCATION
0.39
FAMILY_DIAB
0.32
CHF
0.32
sw_malignancy
0.32
STROKE
0.32
RENAL
0.32
MI
0.32
sw_smoker_cat
0.32
CAD
0.32
sw_smoke_100
0.32
sw_overweight
0.30
sw_cannabis
0.30
sw_diabrisk
0.29
MOST FREQUENT VALUES
18163.985724
22
<0.1%
8526.025409
22
<0.1%
75341.306969
20
<0.1%
59356.356426
19
<0.1%
20951.630525
18
<0.1%
34155.147213
18
<0.1%
33715.313253
18
<0.1%
15962.145468
18
<0.1%
9716.805546
17
<0.1%
15977.529292
17
<0.1%
59522.803907
17
<0.1%
16965.190773
16
<0.1%
10810.764172
16
<0.1%
9793.625027
16
<0.1%
10194.026439
15
<0.1%
SMALLEST VALUES
2359.373828
1
<0.1%
2812.526496
1
<0.1%
2971.56881394916
1
<0.1%
2995.568903
1
<0.1%
2999.90211
2
<0.1%
3140.643781
2
<0.1%
3141.291856
1
<0.1%
3192.278196
1
<0.1%
3228.794532
1
<0.1%
3242.589868
1
<0.1%
3262.13915057272
1
<0.1%
3269.803351
1
<0.1%
3271.912333
2
<0.1%
3274.000839
3
<0.1%
3279.931789
1
<0.1%
LARGEST VALUES
424182.676948147
1
<0.1%
385796.603740205
1
<0.1%
374665.893552245
1
<0.1%
371357.277037961
1
<0.1%
341637.683456571
1
<0.1%
318292.626344125
2
<0.1%
304313.950038709
1
<0.1%
292220.322509587
1
<0.1%
289644.645259221
1
<0.1%
289018.047865475
1
<0.1%
283452.917090034
1
<0.1%
282289.252758741
1
<0.1%
276581.888219683
1
<0.1%
266718.433005758
1
<0.1%
266039.167573384
1
<0.1%
EXAM_wgt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
INTERVIE_wgt
0.97
HEIGHT
0.27
WEIGHT
0.25
GLOBULIN
-0.22
AGE
0.22
MCV
0.20
MCH
0.20
lymphocyte_pct
-0.19
hemoglobin
0.18
neutrophil_pct
0.18
WAIST_CIRC
0.17
hematocrit
0.17
PROTEIN
-0.16
DBP_second
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ETHNICITY
0.57
EDUCATION
0.38
sw_cannabis
0.31
sw_drugs
0.31
FAMILY_DIAB
0.31
CHF
0.31
sw_malignancy
0.31
STROKE
0.31
RENAL
0.31
MI
0.31
CAD
0.31
sw_smoker_cat
0.31
sw_smoke_100
0.31
sw_overweight
0.29
MOST FREQUENT VALUES
0.0
1,235
4.1%
18749.311901
14
<0.1%
76603.798386
14
<0.1%
60045.772497
12
<0.1%
12517.327466
12
<0.1%
13027.586637
12
<0.1%
26403.704902
12
<0.1%
13666.831441
11
<0.1%
16765.477336
11
<0.1%
95049.186284
11
<0.1%
16524.619386
10
<0.1%
8780.848777
10
<0.1%
22837.22915
10
<0.1%
100881.764104
10
<0.1%
96356.539027
10
<0.1%
SMALLEST VALUES
0.0
1,235
4.1%
2508.704134
1
<0.1%
2778.341925
1
<0.1%
3052.65762509545
1
<0.1%
3185.165488
1
<0.1%
3189.772954
2
<0.1%
3198.543807
1
<0.1%
3225.47086598871
1
<0.1%
3235.131816
1
<0.1%
3284.678558
2
<0.1%
3285.356355
1
<0.1%
3353.276735
3
<0.1%
3364.402233
1
<0.1%
3372.33262
1
<0.1%
3419.259085
1
<0.1%
LARGEST VALUES
416873.538378507
1
<0.1%
394721.009801782
1
<0.1%
378202.776805226
1
<0.1%
364958.378770255
1
<0.1%
337044.246949881
1
<0.1%
335750.886789248
1
<0.1%
320792.726122231
2
<0.1%
312634.31996995
1
<0.1%
306375.581076064
1
<0.1%
303381.147365378
1
<0.1%
302724.833363506
1
<0.1%
300980.757197945
1
<0.1%
288489.404981519
1
<0.1%
282045.668487106
1
<0.1%
281295.984028268
1
<0.1%
HEIGHT
MISSING:
3,537
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WEIGHT
0.74
WAIST_CIRC
0.66
AGE
0.52
BMI
0.50
lymphocyte_pct
-0.42
neutrophil_pct
0.41
MCV
0.31
SBP_second
0.29
DBP_second
0.29
MPV
0.28
INTERVIE_wgt
0.27
EXAM_wgt
0.27
platelets
-0.26
MCH
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.53
sw_asthma_ever
0.53
sw_insulin
0.53
sw_overweight
0.49
sw_diabrisk
0.48
sw_prediab
0.47
sw_smoker_cat
0.44
sw_smoke_100
0.44
sw_drugs
0.44
EDUCATION
0.44
CAD
0.43
CHF
0.43
STROKE
0.43
RENAL
0.43
MOST FREQUENT VALUES
160.2
146
0.5%
160.6
137
0.5%
161.2
132
0.5%
158.2
131
0.5%
161.7
131
0.5%
159.2
130
0.5%
160.8
129
0.5%
160.3
129
0.5%
161.0
127
0.5%
157.8
125
0.5%
161.8
124
0.5%
163.0
123
0.5%
159.3
123
0.5%
159.4
123
0.5%
161.4
123
0.5%
SMALLEST VALUES
78.3
1
<0.1%
78.5
1
<0.1%
79.1
1
<0.1%
80.0
1
<0.1%
81.0
2
<0.1%
81.2
1
<0.1%
81.5
2
<0.1%
81.6
1
<0.1%
81.7
1
<0.1%
81.9
1
<0.1%
82.0
1
<0.1%
82.1
1
<0.1%
82.2
1
<0.1%
82.3
1
<0.1%
82.4
2
<0.1%
LARGEST VALUES
194.2
1
<0.1%
190.8
1
<0.1%
189.3
1
<0.1%
188.3
1
<0.1%
187.8
1
<0.1%
186.7
1
<0.1%
186.4
1
<0.1%
185.7
1
<0.1%
185.2
1
<0.1%
184.8
1
<0.1%
184.6
1
<0.1%
184.5
1
<0.1%
184.3
1
<0.1%
184.1
3
<0.1%
183.8
2
<0.1%
WEIGHT
MISSING:
1,577
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WAIST_CIRC
0.95
BMI
0.94
HEIGHT
0.74
AGE
0.60
neutrophil_pct
0.41
lymphocyte_pct
-0.40
Insulin_basal
0.38
ALBUMIN
-0.36
HOMA_IR
0.34
URIC_ACID
0.34
SBP_second
0.29
DBP_second
0.29
DBP_first
0.29
SBP_first
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.70
sw_smoke_100
0.61
sw_smoker_cat
0.61
FAMILY_DIAB
0.60
EDUCATION
0.60
CAD
0.60
STROKE
0.59
sw_malignancy
0.59
MI
0.59
CHF
0.59
RENAL
0.59
sw_drugs
0.55
sw_diabrisk
0.53
sw_prediab
0.50
MOST FREQUENT VALUES
63.4
65
0.2%
57.7
63
0.2%
57.1
60
0.2%
55.4
60
0.2%
59.5
59
0.2%
61.4
58
0.2%
60.3
58
0.2%
62.3
57
0.2%
65.8
57
0.2%
64.0
57
0.2%
58.7
56
0.2%
58.5
56
0.2%
58.4
56
0.2%
58.0
56
0.2%
60.8
55
0.2%
SMALLEST VALUES
2.7
1
<0.1%
2.8
1
<0.1%
2.9
1
<0.1%
3.1
3
<0.1%
3.4
1
<0.1%
3.5
2
<0.1%
3.6
3
<0.1%
3.7
2
<0.1%
3.8
3
<0.1%
3.9
5
<0.1%
4.0
4
<0.1%
4.1
2
<0.1%
4.2
10
<0.1%
4.3
12
<0.1%
4.4
14
<0.1%
LARGEST VALUES
230.7
1
<0.1%
219.6
1
<0.1%
216.1
1
<0.1%
211.7
1
<0.1%
204.4
1
<0.1%
201.6
1
<0.1%
201.0
1
<0.1%
200.9
1
<0.1%
198.7
2
<0.1%
196.6
1
<0.1%
195.3
1
<0.1%
195.1
1
<0.1%
193.7
1
<0.1%
192.3
1
<0.1%
191.6
1
<0.1%
BMI
MISSING:
3,566
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WEIGHT
0.94
WAIST_CIRC
0.94
HEIGHT
0.50
AGE
0.47
Insulin_basal
0.40
ALBUMIN
-0.38
URIC_ACID
0.36
HOMA_IR
0.36
DBP_first
0.30
neutrophil_pct
0.30
SBP_first
0.29
lymphocyte_pct
-0.29
neutrophil_cnt
0.26
RDW
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.63
FAMILY_DIAB
0.53
sw_smoker_cat
0.53
sw_smoke_100
0.53
EDUCATION
0.52
CHF
0.52
STROKE
0.52
CAD
0.52
RENAL
0.52
sw_malignancy
0.52
MI
0.52
sw_drugs
0.48
sw_diab
0.46
sw_diabrisk
0.43
MOST FREQUENT VALUES
24.6
110
0.4%
23.4
108
0.4%
22.6
107
0.4%
26.1
105
0.4%
24.5
105
0.4%
23.7
102
0.4%
16.1
101
0.4%
22.5
101
0.4%
15.5
101
0.4%
21.7
99
0.4%
23.9
99
0.4%
24.3
98
0.4%
16.3
98
0.4%
22.1
97
0.4%
21.5
97
0.4%
SMALLEST VALUES
11.5
1
<0.1%
12.1
1
<0.1%
12.3
3
<0.1%
12.4
1
<0.1%
12.5
2
<0.1%
12.58
1
<0.1%
12.6
3
<0.1%
12.61
1
<0.1%
12.7
4
<0.1%
12.71
2
<0.1%
12.72
1
<0.1%
12.73
1
<0.1%
12.8
1
<0.1%
12.83
1
<0.1%
12.88
1
<0.1%
LARGEST VALUES
84.87
1
<0.1%
84.4
1
<0.1%
82.9
1
<0.1%
82.1
1
<0.1%
81.25
1
<0.1%
80.6
1
<0.1%
77.5
1
<0.1%
74.8
1
<0.1%
73.43
1
<0.1%
72.6
1
<0.1%
71.72
1
<0.1%
71.5
1
<0.1%
71.3
1
<0.1%
70.1
1
<0.1%
69.0
1
<0.1%
WAIST_CIRC
MISSING:
4,920
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WEIGHT
0.95
BMI
0.94
HEIGHT
0.66
AGE
0.61
Insulin_basal
0.41
URIC_ACID
0.39
ALBUMIN
-0.39
HOMA_IR
0.38
DBP_first
0.38
SBP_first
0.37
neutrophil_pct
0.37
lymphocyte_pct
-0.36
HbA1c
0.30
SBP_second
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.54
sw_drugs
0.50
sw_smoke_100
0.48
sw_smoker_cat
0.48
FAMILY_DIAB
0.48
EDUCATION
0.48
CHF
0.47
STROKE
0.47
CAD
0.47
MI
0.47
RENAL
0.47
sw_malignancy
0.47
sw_diab
0.42
sw_diabrisk
0.42
MOST FREQUENT VALUES
94.0
90
0.4%
90.0
90
0.4%
92.0
89
0.4%
89.0
85
0.3%
83.0
81
0.3%
81.0
80
0.3%
97.0
77
0.3%
91.0
76
0.3%
83.5
74
0.3%
86.0
73
0.3%
76.0
73
0.3%
95.0
72
0.3%
78.0
72
0.3%
102.0
71
0.3%
74.0
71
0.3%
SMALLEST VALUES
38.7
1
<0.1%
40.0
1
<0.1%
40.2
1
<0.1%
40.5
1
<0.1%
40.6
1
<0.1%
40.8
1
<0.1%
40.9
1
<0.1%
41.0
2
<0.1%
41.1
1
<0.1%
41.2
1
<0.1%
41.3
1
<0.1%
41.5
2
<0.1%
41.6
1
<0.1%
41.7
2
<0.1%
41.8
2
<0.1%
LARGEST VALUES
176.7
1
<0.1%
172.5
1
<0.1%
171.6
1
<0.1%
170.5
1
<0.1%
170.3
1
<0.1%
169.6
1
<0.1%
169.5
1
<0.1%
168.4
1
<0.1%
166.0
1
<0.1%
165.5
1
<0.1%
165.0
2
<0.1%
164.9
1
<0.1%
164.2
1
<0.1%
164.0
1
<0.1%
163.6
1
<0.1%
pusle
MISSING:
7,943
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
AGE
-0.31
platelets
0.19
SBP_first
-0.17
neutrophil_cnt
0.17
DBP_first
-0.16
MCV
-0.15
BUN
-0.15
Insulin_basal
0.15
HEIGHT
-0.14
RBC
0.14
HOMA_IR
0.13
MCH
-0.12
WBC
0.11
monocyte_cnt
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diabrisk
0.49
sw_overweight
0.49
sw_prediab
0.48
pulse_type
0.46
sw_smoker_cat
0.43
sw_smoke_100
0.43
sw_drugs
0.42
EDUCATION
0.41
CAD
0.41
MI
0.41
CHF
0.41
FAMILY_DIAB
0.41
STROKE
0.41
RENAL
0.41
MOST FREQUENT VALUES
72.0
1,537
6.9%
74.0
1,516
6.8%
70.0
1,450
6.5%
76.0
1,433
6.4%
78.0
1,368
6.1%
68.0
1,345
6.0%
80.0
1,276
5.7%
82.0
1,224
5.5%
66.0
1,219
5.5%
64.0
1,064
4.8%
84.0
1,014
4.6%
86.0
888
4.0%
62.0
872
3.9%
60.0
819
3.7%
88.0
712
3.2%
SMALLEST VALUES
0.0
1
<0.1%
34.0
1
<0.1%
36.0
2
<0.1%
40.0
5
<0.1%
42.0
8
<0.1%
44.0
13
<0.1%
46.0
25
0.1%
48.0
30
0.1%
50.0
62
0.3%
52.0
139
0.6%
54.0
248
1.1%
56.0
344
1.5%
58.0
513
2.3%
60.0
819
3.7%
62.0
872
3.9%
LARGEST VALUES
224.0
1
<0.1%
204.0
1
<0.1%
180.0
1
<0.1%
148.0
1
<0.1%
142.0
1
<0.1%
140.0
3
<0.1%
136.0
1
<0.1%
134.0
3
<0.1%
132.0
5
<0.1%
130.0
3
<0.1%
128.0
4
<0.1%
126.0
6
<0.1%
124.0
3
<0.1%
122.0
5
<0.1%
120.0
14
<0.1%
pulse_type
MISSING:
2,348
(8%)
TOP CATEGORIES
Regular
27,480
99%
Irregular
385
1%
ALL
27,865
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
pulse_type
PROVIDES INFORMATION ON...
GENDER
1.00
sw_drugs
0.02
sw_cannabis
0.01
sw_coccaine
0.01
sw_heroin
0.01
last_cannabis_time
0.01
sw_methamphetamine
0.01
CHF
0.00
CAD
0.00
sw_insulin
0.00
STROKE
0.00
MI
0.00
DIALYSIS
0.00
RENAL
0.00

THESE FEATURES
GIVE INFORMATION
ON pulse_type:
sw_drugs
0.05
sw_cannabis
0.04
last_cannabis_time
0.02
CHF
0.01
CAD
0.01
sw_smoker_cat
0.01
STROKE
0.01
EDUCATION
0.01
HOUSE_INDIV
0.01
sw_malignancy
0.01
MI
0.01
FAMILY_DIAB
0.01
sw_smoke_100
0.01
FAMILY_SIZE
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
pulse_type
CORRELATION RATIO WITH...
pusle
0.46
DBP_first
0.44
SBP_first
0.43
DBP_second
0.42
SBP_second
0.41
HEIGHT
0.37
WAIST_CIRC
0.35
MCHC
0.34
RBC
0.33
hematocrit
0.33
MCV
0.33
hemoglobin
0.33
MCH
0.33
RDW
0.33
SBP_first
MISSING:
9,035
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DBP_first
0.96
AGE
0.63
SBP_second
0.39
WAIST_CIRC
0.37
DBP_second
0.37
BMI
0.29
BUN
0.28
WEIGHT
0.28
HbA1c
0.28
Glucose_basal
0.26
URIC_ACID
0.24
CHOLESTEROL
0.23
GLUCOSE
0.22
CREATININE
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.56
sw_smoker_cat
0.53
sw_smoke_100
0.53
EDUCATION
0.52
sw_malignancy
0.52
FAMILY_DIAB
0.52
STROKE
0.52
CHF
0.52
RENAL
0.52
CAD
0.52
MI
0.52
sw_diabrisk
0.50
sw_prediab
0.48
pulse_type
0.43
MOST FREQUENT VALUES
106.0
1,262
6.0%
114.0
1,180
5.6%
104.0
1,162
5.5%
108.0
1,116
5.3%
116.0
1,043
4.9%
110.0
993
4.7%
112.0
913
4.3%
102.0
900
4.2%
118.0
825
3.9%
100.0
791
3.7%
120.0
753
3.6%
124.0
738
3.5%
126.0
675
3.2%
98.0
658
3.1%
122.0
653
3.1%
SMALLEST VALUES
72.0
1
<0.1%
74.0
1
<0.1%
76.0
4
<0.1%
78.0
6
<0.1%
80.0
16
<0.1%
82.0
37
0.2%
84.0
65
0.3%
86.0
94
0.4%
88.0
141
0.7%
90.0
224
1.1%
92.0
305
1.4%
94.0
487
2.3%
96.0
611
2.9%
98.0
658
3.1%
100.0
791
3.7%
LARGEST VALUES
238.0
1
<0.1%
232.0
1
<0.1%
230.0
1
<0.1%
228.0
3
<0.1%
224.0
2
<0.1%
222.0
2
<0.1%
220.0
2
<0.1%
218.0
1
<0.1%
216.0
2
<0.1%
212.0
2
<0.1%
210.0
5
<0.1%
208.0
7
<0.1%
206.0
7
<0.1%
204.0
13
<0.1%
202.0
1
<0.1%
DBP_first
MISSING:
8,638
(29%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SBP_first
0.96
AGE
0.62
SBP_second
0.41
DBP_second
0.39
WAIST_CIRC
0.38
BMI
0.30
WEIGHT
0.29
HbA1c
0.27
BUN
0.27
Glucose_basal
0.26
URIC_ACID
0.24
CHOLESTEROL
0.22
GLUCOSE
0.21
CREATININE
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.59
sw_smoker_cat
0.56
sw_smoke_100
0.56
EDUCATION
0.55
FAMILY_DIAB
0.55
sw_malignancy
0.55
STROKE
0.55
RENAL
0.55
CAD
0.55
MI
0.55
CHF
0.55
sw_diabrisk
0.52
sw_prediab
0.50
sw_drugs
0.46
MOST FREQUENT VALUES
106.0
1,255
5.8%
104.0
1,173
5.4%
114.0
1,145
5.3%
108.0
1,088
5.0%
116.0
1,060
4.9%
110.0
1,040
4.8%
112.0
1,005
4.7%
102.0
929
4.3%
118.0
885
4.1%
124.0
769
3.6%
100.0
765
3.5%
98.0
754
3.5%
120.0
725
3.4%
96.0
688
3.2%
122.0
642
3.0%
SMALLEST VALUES
72.0
1
<0.1%
76.0
5
<0.1%
78.0
8
<0.1%
80.0
24
0.1%
82.0
30
0.1%
84.0
71
0.3%
86.0
124
0.6%
88.0
154
0.7%
90.0
231
1.1%
92.0
338
1.6%
94.0
483
2.2%
96.0
688
3.2%
98.0
754
3.5%
100.0
765
3.5%
102.0
929
4.3%
LARGEST VALUES
234.0
1
<0.1%
230.0
1
<0.1%
228.0
1
<0.1%
226.0
2
<0.1%
224.0
1
<0.1%
222.0
1
<0.1%
220.0
3
<0.1%
216.0
1
<0.1%
214.0
3
<0.1%
212.0
3
<0.1%
210.0
4
<0.1%
208.0
5
<0.1%
206.0
10
<0.1%
204.0
6
<0.1%
202.0
9
<0.1%
SBP_second
MISSING:
9,035
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DBP_second
0.86
DBP_first
0.41
SBP_first
0.39
WEIGHT
0.29
HEIGHT
0.29
WAIST_CIRC
0.28
AGE
0.27
BMI
0.24
CHOLESTEROL
0.18
hematocrit
0.14
hemoglobin
0.12
INTERVIE_wgt
0.12
EXAM_wgt
0.12
PHOSPHORUS
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.57
sw_diabrisk
0.53
sw_smoker_cat
0.53
sw_smoke_100
0.53
EDUCATION
0.52
CAD
0.52
CHF
0.52
MI
0.52
RENAL
0.52
FAMILY_DIAB
0.52
STROKE
0.52
sw_malignancy
0.52
sw_prediab
0.52
sw_drugs
0.50
MOST FREQUENT VALUES
64.0
1,486
7.0%
66.0
1,445
6.8%
68.0
1,430
6.8%
62.0
1,368
6.5%
72.0
1,358
6.4%
70.0
1,244
5.9%
74.0
1,240
5.9%
76.0
1,051
5.0%
60.0
1,019
4.8%
56.0
959
4.5%
58.0
926
4.4%
78.0
832
3.9%
54.0
748
3.5%
52.0
689
3.3%
80.0
671
3.2%
SMALLEST VALUES
0.0
230
1.1%
2.0
2
<0.1%
4.0
1
<0.1%
6.0
2
<0.1%
10.0
2
<0.1%
14.0
3
<0.1%
18.0
2
<0.1%
20.0
4
<0.1%
22.0
14
<0.1%
24.0
7
<0.1%
26.0
11
<0.1%
28.0
15
<0.1%
30.0
26
0.1%
32.0
39
0.2%
34.0
55
0.3%
LARGEST VALUES
134.0
1
<0.1%
124.0
2
<0.1%
120.0
5
<0.1%
118.0
1
<0.1%
116.0
3
<0.1%
114.0
3
<0.1%
112.0
7
<0.1%
110.0
7
<0.1%
108.0
8
<0.1%
106.0
13
<0.1%
104.0
28
0.1%
102.0
23
0.1%
100.0
31
0.1%
98.0
45
0.2%
96.0
71
0.3%
DBP_second
MISSING:
8,638
(29%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SBP_second
0.86
DBP_first
0.39
SBP_first
0.37
HEIGHT
0.29
WEIGHT
0.29
WAIST_CIRC
0.28
AGE
0.25
BMI
0.24
CHOLESTEROL
0.18
hematocrit
0.14
hemoglobin
0.12
INTERVIE_wgt
0.12
EXAM_wgt
0.12
PHOSPHORUS
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.60
sw_smoker_cat
0.56
sw_smoke_100
0.56
sw_diabrisk
0.55
EDUCATION
0.54
CHF
0.54
CAD
0.54
FAMILY_DIAB
0.54
MI
0.54
RENAL
0.54
sw_malignancy
0.54
STROKE
0.54
sw_prediab
0.53
sw_drugs
0.53
MOST FREQUENT VALUES
66.0
1,538
7.1%
68.0
1,458
6.8%
64.0
1,458
6.8%
74.0
1,317
6.1%
72.0
1,304
6.0%
70.0
1,298
6.0%
62.0
1,259
5.8%
60.0
1,152
5.3%
76.0
1,124
5.2%
58.0
1,038
4.8%
78.0
930
4.3%
56.0
843
3.9%
54.0
779
3.6%
80.0
640
3.0%
52.0
622
2.9%
SMALLEST VALUES
0.0
284
1.3%
2.0
1
<0.1%
4.0
1
<0.1%
6.0
2
<0.1%
10.0
2
<0.1%
12.0
1
<0.1%
14.0
3
<0.1%
20.0
5
<0.1%
22.0
9
<0.1%
24.0
5
<0.1%
26.0
11
<0.1%
28.0
20
<0.1%
30.0
27
0.1%
32.0
48
0.2%
34.0
57
0.3%
LARGEST VALUES
134.0
1
<0.1%
128.0
1
<0.1%
126.0
1
<0.1%
124.0
1
<0.1%
122.0
3
<0.1%
120.0
1
<0.1%
118.0
3
<0.1%
116.0
4
<0.1%
114.0
1
<0.1%
112.0
1
<0.1%
110.0
10
<0.1%
108.0
14
<0.1%
106.0
14
<0.1%
104.0
27
0.1%
102.0
27
0.1%
sw_smoke_100
MISSING:
11,839
(39%)
TOP CATEGORIES
2.0
12,130
66%
1.0
6,242
34%
9.0
2
<1%
ALL
18,374
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_smoke_100
PROVIDES INFORMATION ON...
GENDER
1.00
sw_smoker_cat
0.88
MI
0.80
CAD
0.80
CHF
0.80
RENAL
0.79
STROKE
0.78
sw_smoker
0.78
sw_smoke_actual
0.73
sw_malignancy
0.70
FAMILY_DIAB
0.54
sw_overweight
0.47
EDUCATION
0.39
sw_drugs
0.34

THESE FEATURES
GIVE INFORMATION
ON sw_smoke_100:
sw_smoker_cat
1.00
EDUCATION
0.58
MI
0.57
sw_malignancy
0.57
STROKE
0.57
FAMILY_DIAB
0.57
CAD
0.57
CHF
0.57
RENAL
0.57
sw_smoke_actual
0.48
sw_smoker
0.48
sw_overweight
0.48
sw_drugs
0.28
sw_cannabis
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_smoke_100
CORRELATION RATIO WITH...
AGE
0.81
CHOLESTEROL
0.69
HbA1c
0.69
CALCIO
0.66
PROTEIN
0.66
GLOBULIN
0.66
ALBUMIN
0.65
URIC_ACID
0.65
GLUCOSE
0.62
PHOSPHORUS
0.61
WEIGHT
0.61
BUN
0.60
CREATININE
0.58
DBP_first
0.56
age_first_smoke
MISSING:
23,971
(79%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diab_age
0.13
AGE
0.07
Glucose_basal
0.06
FAM_INCOME
0.05
Insulin_basal
0.05
GLOBULIN
0.04
INTERVIE_wgt
-0.04
BUN
0.04
HEIGHT
-0.04
EXAM_wgt
-0.04
HbA1c
0.04
HOMA_IR
0.04
HOMA_beta
0.03
PROTEIN
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_smoke_actual
0.29
sw_smoker
0.29
sw_smoker_cat
0.29
sw_smoke_100
0.29
FAMILY_DIAB
0.15
EDUCATION
0.13
MI
0.13
CAD
0.13
STROKE
0.13
RENAL
0.13
sw_malignancy
0.12
CHF
0.12
sw_overweight
0.12
sw_drugs
0.09
MOST FREQUENT VALUES
18.0
906
14.5%
16.0
763
12.2%
17.0
582
9.3%
15.0
570
9.1%
20.0
423
6.8%
19.0
388
6.2%
14.0
353
5.7%
13.0
280
4.5%
21.0
254
4.1%
0.0
211
3.4%
25.0
208
3.3%
22.0
188
3.0%
12.0
181
2.9%
30.0
129
2.1%
23.0
118
1.9%
SMALLEST VALUES
0.0
211
3.4%
7.0
12
0.2%
8.0
17
0.3%
9.0
31
0.5%
10.0
39
0.6%
11.0
50
0.8%
12.0
181
2.9%
13.0
280
4.5%
14.0
353
5.7%
15.0
570
9.1%
16.0
763
12.2%
17.0
582
9.3%
18.0
906
14.5%
19.0
388
6.2%
20.0
423
6.8%
LARGEST VALUES
999.0
27
0.4%
777.0
3
<0.1%
76.0
1
<0.1%
74.0
1
<0.1%
72.0
2
<0.1%
68.0
2
<0.1%
65.0
3
<0.1%
64.0
1
<0.1%
58.0
2
<0.1%
57.0
1
<0.1%
56.0
1
<0.1%
55.0
2
<0.1%
54.0
1
<0.1%
52.0
1
<0.1%
51.0
1
<0.1%
sw_smoke_actual
MISSING:
23,971
(79%)
TOP CATEGORIES
3.0
3,224
52%
1.0
2,497
40%
2.0
521
8%
ALL
6,242
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_smoke_actual
PROVIDES INFORMATION ON...
GENDER
1.00
sw_smoker
1.00
sw_smoker_cat
0.54
sw_smoke_100
0.48
sw_coccaine
0.19
sw_heroin
0.18
sw_methamphetamine
0.17
MI
0.16
CAD
0.16
CHF
0.16
RENAL
0.15
STROKE
0.15
sw_malignancy
0.14
FAMILY_DIAB
0.11

THESE FEATURES
GIVE INFORMATION
ON sw_smoke_actual:
sw_smoker
0.93
sw_smoker_cat
0.93
sw_smoke_100
0.73
EDUCATION
0.19
sw_malignancy
0.17
MI
0.17
FAMILY_DIAB
0.17
STROKE
0.17
CAD
0.17
CHF
0.17
RENAL
0.17
sw_overweight
0.15
sw_drugs
0.10
last_cannabis_time
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_smoke_actual
CORRELATION RATIO WITH...
AGE
0.39
CHOLESTEROL
0.30
URIC_ACID
0.30
HbA1c
0.30
age_first_smoke
0.29
WEIGHT
0.29
CALCIO
0.28
GLUCOSE
0.27
ALBUMIN
0.27
PROTEIN
0.27
CREATININE
0.27
BUN
0.27
PHOSPHORUS
0.26
GLOBULIN
0.26
sw_smoker
MISSING:
11,839
(39%)
TOP CATEGORIES
0.0
12,121
66%
1.0
3,224
18%
2.0
3,029
16%
ALL
18,374
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_smoker
PROVIDES INFORMATION ON...
GENDER
1.00
sw_smoke_actual
0.93
sw_smoker_cat
0.54
sw_smoke_100
0.48
sw_coccaine
0.19
sw_heroin
0.18
sw_methamphetamine
0.17
MI
0.16
CAD
0.16
CHF
0.16
RENAL
0.15
STROKE
0.15
sw_malignancy
0.14
FAMILY_DIAB
0.11

THESE FEATURES
GIVE INFORMATION
ON sw_smoker:
sw_smoker_cat
1.00
sw_smoke_actual
1.00
sw_smoke_100
0.78
EDUCATION
0.20
sw_malignancy
0.18
MI
0.18
STROKE
0.18
FAMILY_DIAB
0.18
CAD
0.18
CHF
0.18
RENAL
0.18
sw_overweight
0.16
sw_drugs
0.11
last_cannabis_time
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_smoker
CORRELATION RATIO WITH...
AGE
0.39
CHOLESTEROL
0.30
URIC_ACID
0.30
HbA1c
0.30
age_first_smoke
0.29
WEIGHT
0.29
CALCIO
0.28
GLUCOSE
0.27
ALBUMIN
0.27
PROTEIN
0.27
CREATININE
0.27
BUN
0.27
PHOSPHORUS
0.26
GLOBULIN
0.26
sw_smoker_cat
MISSING:
11,839
(39%)
TOP CATEGORIES
Non-smoker
12,121
66%
Past-smoker
3,224
18%
Smoker
3,029
16%
ALL
18,374
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_smoker_cat
PROVIDES INFORMATION ON...
GENDER
1.00
sw_smoker
1.00
sw_smoke_100
1.00
sw_smoke_actual
0.93
MI
0.80
CAD
0.80
CHF
0.80
RENAL
0.79
STROKE
0.78
sw_malignancy
0.70
FAMILY_DIAB
0.54
sw_overweight
0.47
EDUCATION
0.39
sw_drugs
0.35

THESE FEATURES
GIVE INFORMATION
ON sw_smoker_cat:
sw_smoke_100
0.88
sw_smoker
0.54
sw_smoke_actual
0.54
EDUCATION
0.51
sw_malignancy
0.51
MI
0.51
STROKE
0.51
FAMILY_DIAB
0.51
CAD
0.51
CHF
0.51
RENAL
0.50
sw_overweight
0.42
sw_drugs
0.25
sw_cannabis
0.19

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_smoker_cat
CORRELATION RATIO WITH...
AGE
0.82
CHOLESTEROL
0.69
HbA1c
0.69
CALCIO
0.66
PROTEIN
0.66
GLOBULIN
0.66
ALBUMIN
0.65
URIC_ACID
0.65
GLUCOSE
0.62
PHOSPHORUS
0.61
BUN
0.61
WEIGHT
0.61
CREATININE
0.58
DBP_first
0.56
sw_cannabis
MISSING:
19,704
(65%)
TOP CATEGORIES
2.0
5,527
53%
1.0
4,958
47%
7.0
13
<1%
9.0
11
<1%
ALL
10,509
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_cannabis
PROVIDES INFORMATION ON...
GENDER
1.00
last_cannabis_time
0.71
sw_drugs
0.54
sw_coccaine
0.28
sw_heroin
0.27
sw_methamphetamine
0.25
CAD
0.21
sw_smoke_100
0.21
CHF
0.21
MI
0.21
STROKE
0.20
RENAL
0.20
sw_smoker_cat
0.19
sw_malignancy
0.18

THESE FEATURES
GIVE INFORMATION
ON sw_cannabis:
sw_drugs
0.52
last_cannabis_time
0.50
sw_smoker_cat
0.25
sw_smoke_100
0.25
sw_overweight
0.22
EDUCATION
0.19
sw_malignancy
0.18
CAD
0.18
CHF
0.18
STROKE
0.18
MI
0.18
RENAL
0.17
FAMILY_DIAB
0.17
sw_diabrisk
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_cannabis
CORRELATION RATIO WITH...
age_first
0.62
PROTEIN
0.47
GLOBULIN
0.47
CALCIO
0.46
ALBUMIN
0.46
WEIGHT
0.46
CHOLESTEROL
0.46
DBP_second
0.44
PHOSPHORUS
0.43
HbA1c
0.43
SBP_second
0.42
WAIST_CIRC
0.40
BMI
0.39
URIC_ACID
0.39
age_first
MISSING:
25,255
(84%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MPV
0.05
AGE
0.05
diab_age
0.05
insulin_time
0.04
monocyte_pct
0.04
GLUCOSE
0.04
platelets
-0.03
pusle
-0.03
eosinophil_cnt
0.03
SBP_first
0.03
HbA1c
0.03
monocyte_cnt
0.03
HOMA_beta
-0.02
DBP_first
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_cannabis
0.62
last_cannabis_time
0.60
sw_drugs
0.41
sw_smoker_cat
0.27
sw_smoke_100
0.25
sw_smoke_actual
0.23
sw_smoker
0.23
sw_coccaine
0.22
sw_heroin
0.22
sw_methamphetamine
0.22
EDUCATION
0.22
sw_overweight
0.20
FAMILY_DIAB
0.20
STROKE
0.19
MOST FREQUENT VALUES
16.0
763
15.4%
18.0
669
13.5%
15.0
608
12.3%
17.0
576
11.6%
14.0
401
8.1%
19.0
326
6.6%
13.0
302
6.1%
20.0
269
5.4%
21.0
217
4.4%
12.0
169
3.4%
22.0
118
2.4%
25.0
101
2.0%
23.0
68
1.4%
24.0
45
0.9%
26.0
41
0.8%
SMALLEST VALUES
0.0
1
<0.1%
1.0
1
<0.1%
2.0
2
<0.1%
3.0
1
<0.1%
5.0
3
<0.1%
6.0
2
<0.1%
7.0
2
<0.1%
8.0
3
<0.1%
9.0
12
0.2%
10.0
15
0.3%
11.0
41
0.8%
12.0
169
3.4%
13.0
302
6.1%
14.0
401
8.1%
15.0
608
12.3%
LARGEST VALUES
999.0
1
<0.1%
777.0
2
<0.1%
99.0
1
<0.1%
56.0
1
<0.1%
55.0
1
<0.1%
53.0
2
<0.1%
52.0
1
<0.1%
50.0
2
<0.1%
48.0
3
<0.1%
47.0
2
<0.1%
46.0
1
<0.1%
45.0
8
0.2%
44.0
2
<0.1%
43.0
3
<0.1%
42.0
1
<0.1%
last_cannabis_time
MISSING:
25,270
(84%)
TOP CATEGORIES
4.0
3,101
63%
1.0
901
18%
3.0
654
13%
2.0
259
5%
9.0
16
<1%
7.0
12
<1%
ALL
4,943
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
last_cannabis_time
PROVIDES INFORMATION ON...
GENDER
1.00
sw_cannabis
0.50
sw_coccaine
0.28
sw_heroin
0.27
sw_methamphetamine
0.26
sw_drugs
0.22
sw_smoker
0.10
sw_smoke_100
0.09
sw_smoke_actual
0.09
sw_smoker_cat
0.09
CAD
0.08
CHF
0.08
MI
0.08
RENAL
0.08

THESE FEATURES
GIVE INFORMATION
ON last_cannabis_time:
sw_cannabis
0.71
sw_drugs
0.30
sw_smoker_cat
0.17
sw_smoke_100
0.16
sw_overweight
0.13
EDUCATION
0.13
CAD
0.10
sw_malignancy
0.10
CHF
0.10
STROKE
0.10
MI
0.10
sw_smoke_actual
0.10
RENAL
0.10
FAMILY_DIAB
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
last_cannabis_time
CORRELATION RATIO WITH...
age_first
0.60
WEIGHT
0.30
CALCIO
0.29
ALBUMIN
0.29
PROTEIN
0.28
CHOLESTEROL
0.28
EXAM_wgt
0.27
GLOBULIN
0.27
PHOSPHORUS
0.27
DBP_second
0.27
INTERVIE_wgt
0.26
SBP_second
0.26
HbA1c
0.26
WAIST_CIRC
0.25
sw_drugs
MISSING:
17,147
(57%)
TOP CATEGORIES
2.0
11,504
88%
1.0
1,522
12%
9.0
23
<1%
7.0
17
<1%
ALL
13,066
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_drugs
PROVIDES INFORMATION ON...
GENDER
1.00
sw_coccaine
0.94
sw_heroin
0.91
sw_methamphetamine
0.86
sw_cannabis
0.52
CAD
0.31
CHF
0.31
MI
0.31
RENAL
0.30
STROKE
0.30
last_cannabis_time
0.30
sw_smoke_100
0.28
sw_malignancy
0.27
sw_overweight
0.25

THESE FEATURES
GIVE INFORMATION
ON sw_drugs:
sw_cannabis
0.54
sw_smoker_cat
0.35
sw_smoke_100
0.34
sw_overweight
0.32
EDUCATION
0.29
sw_malignancy
0.28
CHF
0.28
CAD
0.28
STROKE
0.28
MI
0.28
FAMILY_DIAB
0.28
RENAL
0.28
sw_coccaine
0.24
sw_heroin
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_drugs
CORRELATION RATIO WITH...
CHOLESTEROL
0.57
PROTEIN
0.56
GLOBULIN
0.56
CALCIO
0.56
ALBUMIN
0.55
HbA1c
0.55
WEIGHT
0.55
DBP_second
0.53
PHOSPHORUS
0.52
URIC_ACID
0.50
WAIST_CIRC
0.50
SBP_second
0.50
GLUCOSE
0.48
BMI
0.48
sw_coccaine
MISSING:
28,691
(95%)
TOP CATEGORIES
1.0
1,429
94%
2.0
91
6%
7.0
2
<1%
ALL
1,522
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_coccaine
PROVIDES INFORMATION ON...
GENDER
1.00
sw_heroin
0.91
sw_methamphetamine
0.86
sw_drugs
0.24
last_cannabis_time
0.10
sw_cannabis
0.07
sw_smoker
0.06
sw_smoke_actual
0.06
sw_smoke_100
0.04
sw_smoker_cat
0.04
CAD
0.03
CHF
0.03
MI
0.03
RENAL
0.03

THESE FEATURES
GIVE INFORMATION
ON sw_coccaine:
sw_methamphetamine
0.95
sw_drugs
0.94
sw_heroin
0.94
last_cannabis_time
0.28
sw_cannabis
0.28
sw_smoker_cat
0.22
sw_smoke_100
0.21
sw_smoke_actual
0.19
sw_smoker
0.19
EDUCATION
0.12
FAMILY_DIAB
0.11
CAD
0.11
STROKE
0.11
CHF
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_coccaine
CORRELATION RATIO WITH...
age_first
0.22
CHOLESTEROL
0.16
WEIGHT
0.16
DBP_second
0.15
CALCIO
0.15
ALBUMIN
0.15
PROTEIN
0.15
URIC_ACID
0.15
PHOSPHORUS
0.15
SBP_second
0.14
GLOBULIN
0.14
WAIST_CIRC
0.14
IRON
0.14
HbA1c
0.14
sw_heroin
MISSING:
28,692
(95%)
TOP CATEGORIES
2.0
1,341
88%
1.0
179
12%
7.0
1
<1%
ALL
1,521
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_heroin
PROVIDES INFORMATION ON...
GENDER
1.00
sw_coccaine
0.94
sw_methamphetamine
0.86
sw_drugs
0.23
last_cannabis_time
0.10
sw_cannabis
0.07
sw_smoker
0.06
sw_smoke_actual
0.06
sw_smoke_100
0.04
sw_smoker_cat
0.04
CAD
0.03
MI
0.03
CHF
0.03
RENAL
0.03

THESE FEATURES
GIVE INFORMATION
ON sw_heroin:
sw_methamphetamine
0.92
sw_coccaine
0.91
sw_drugs
0.91
last_cannabis_time
0.27
sw_cannabis
0.27
sw_smoker_cat
0.21
sw_smoke_100
0.21
sw_smoke_actual
0.18
sw_smoker
0.18
EDUCATION
0.12
FAMILY_DIAB
0.11
CAD
0.11
STROKE
0.11
RENAL
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_heroin
CORRELATION RATIO WITH...
age_first
0.22
CHOLESTEROL
0.16
WEIGHT
0.16
DBP_second
0.15
CALCIO
0.15
ALBUMIN
0.15
PROTEIN
0.15
URIC_ACID
0.15
PHOSPHORUS
0.15
SBP_second
0.14
GLOBULIN
0.14
WAIST_CIRC
0.14
HbA1c
0.14
IRON
0.14
sw_methamphetamine
MISSING:
28,692
(95%)
TOP CATEGORIES
2.0
981
64%
1.0
539
35%
9.0
1
<1%
ALL
1,521
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_methamphetamine
PROVIDES INFORMATION ON...
GENDER
1.00
sw_coccaine
0.95
sw_heroin
0.92
sw_drugs
0.23
last_cannabis_time
0.10
sw_cannabis
0.07
sw_smoker
0.06
sw_smoke_actual
0.06
sw_smoke_100
0.04
sw_smoker_cat
0.04
CAD
0.03
MI
0.03
CHF
0.03
RENAL
0.03

THESE FEATURES
GIVE INFORMATION
ON sw_methamphetamine:
sw_coccaine
0.86
sw_heroin
0.86
sw_drugs
0.86
last_cannabis_time
0.26
sw_cannabis
0.25
sw_smoker_cat
0.20
sw_smoke_100
0.19
sw_smoke_actual
0.17
sw_smoker
0.17
EDUCATION
0.11
FAMILY_DIAB
0.10
CAD
0.10
STROKE
0.10
sw_malignancy
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_methamphetamine
CORRELATION RATIO WITH...
age_first
0.22
CHOLESTEROL
0.16
WEIGHT
0.16
DBP_second
0.15
CALCIO
0.15
ALBUMIN
0.15
PROTEIN
0.15
URIC_ACID
0.15
PHOSPHORUS
0.15
SBP_second
0.14
GLOBULIN
0.14
WAIST_CIRC
0.14
IRON
0.14
HbA1c
0.14
ALBUMIN
MISSING:
10,911
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CALCIO
0.47
PROTEIN
0.41
WAIST_CIRC
-0.39
BMI
-0.38
WEIGHT
-0.36
GLOBULIN
-0.34
hemoglobin
0.27
hematocrit
0.25
BILIRUBIN
0.24
RDW
-0.24
IRON
0.19
HbA1c
-0.17
PHOSPHORUS
0.16
RBC
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.72
sw_diabrisk
0.70
sw_prediab
0.68
sw_smoke_100
0.65
sw_smoker_cat
0.65
CHF
0.63
EDUCATION
0.63
CAD
0.63
sw_malignancy
0.63
STROKE
0.63
RENAL
0.63
FAMILY_DIAB
0.63
MI
0.63
sw_drugs
0.55
MOST FREQUENT VALUES
42.0
2,448
12.7%
41.0
2,291
11.9%
43.0
2,239
11.6%
40.0
1,961
10.2%
44.0
1,937
10.0%
39.0
1,547
8.0%
45.0
1,519
7.9%
38.0
1,135
5.9%
46.0
982
5.1%
37.0
727
3.8%
47.0
616
3.2%
36.0
491
2.5%
48.0
330
1.7%
35.0
277
1.4%
34.0
167
0.9%
SMALLEST VALUES
12.0
1
<0.1%
23.0
1
<0.1%
24.0
2
<0.1%
25.0
2
<0.1%
26.0
12
<0.1%
27.0
15
<0.1%
28.0
16
<0.1%
29.0
26
0.1%
30.0
47
0.2%
31.0
53
0.3%
32.0
63
0.3%
33.0
107
0.6%
34.0
167
0.9%
35.0
277
1.4%
36.0
491
2.5%
LARGEST VALUES
56.0
1
<0.1%
54.0
2
<0.1%
53.0
4
<0.1%
52.0
13
<0.1%
51.0
31
0.2%
50.0
84
0.4%
49.0
155
0.8%
48.0
330
1.7%
47.0
616
3.2%
46.0
982
5.1%
45.0
1,519
7.9%
44.0
1,937
10.0%
43.0
2,239
11.6%
42.0
2,448
12.7%
41.0
2,291
11.9%
BUN
MISSING:
10,917
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CREATININE
0.55
AGE
0.47
URIC_ACID
0.37
SBP_first
0.28
DBP_first
0.27
HbA1c
0.21
Glucose_basal
0.17
GLUCOSE
0.17
pusle
-0.15
WAIST_CIRC
0.13
HEIGHT
-0.13
platelets
-0.12
RBC
-0.12
TRIGLYCERIDS
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.63
RENAL
0.61
sw_smoker_cat
0.61
CHF
0.60
sw_smoke_100
0.60
STROKE
0.60
MI
0.60
CAD
0.60
sw_malignancy
0.60
EDUCATION
0.59
FAMILY_DIAB
0.59
sw_diabrisk
0.48
sw_prediab
0.47
sw_drugs
0.39
MOST FREQUENT VALUES
3.57
1,945
10.1%
3.93
1,912
9.9%
3.21
1,837
9.5%
4.28
1,755
9.1%
4.64
1,568
8.1%
2.86
1,516
7.9%
5.0
1,225
6.3%
5.36
1,103
5.7%
2.5
1,081
5.6%
5.71
867
4.5%
2.14
696
3.6%
6.07
644
3.3%
6.43
508
2.6%
6.78
372
1.9%
1.79
369
1.9%
SMALLEST VALUES
0.36
2
<0.1%
0.71
13
<0.1%
1.07
55
0.3%
1.43
164
0.8%
1.79
369
1.9%
2.14
696
3.6%
2.5
1,081
5.6%
2.86
1,516
7.9%
3.21
1,837
9.5%
3.57
1,945
10.1%
3.93
1,912
9.9%
4.28
1,755
9.1%
4.64
1,568
8.1%
5.0
1,225
6.3%
5.36
1,103
5.7%
LARGEST VALUES
33.92
1
<0.1%
32.13
1
<0.1%
26.42
1
<0.1%
26.06
1
<0.1%
25.7
1
<0.1%
24.63
1
<0.1%
23.21
1
<0.1%
22.85
1
<0.1%
22.49
4
<0.1%
21.78
2
<0.1%
21.42
2
<0.1%
21.06
2
<0.1%
20.35
2
<0.1%
19.99
2
<0.1%
19.64
3
<0.1%
CALCIO
MISSING:
10,934
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ALBUMIN
0.47
PROTEIN
0.31
hemoglobin
0.21
PHOSPHORUS
0.19
hematocrit
0.19
BMI
-0.16
WEIGHT
-0.15
WAIST_CIRC
-0.14
RBC
0.14
BILIRUBIN
0.13
RDW
-0.12
IRON
0.12
URIC_ACID
0.11
CHOLESTEROL
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.73
sw_diabrisk
0.70
sw_prediab
0.67
sw_smoke_100
0.66
sw_smoker_cat
0.66
FAMILY_DIAB
0.65
CAD
0.65
CHF
0.65
EDUCATION
0.65
sw_malignancy
0.65
STROKE
0.65
MI
0.65
RENAL
0.65
sw_drugs
0.56
MOST FREQUENT VALUES
2.35
2,231
11.6%
2.325
2,172
11.3%
2.375
2,023
10.5%
2.3
2,006
10.4%
2.4
1,747
9.1%
2.275
1,575
8.2%
2.425
1,443
7.5%
2.25
1,212
6.3%
2.45
984
5.1%
2.225
849
4.4%
2.475
630
3.3%
2.2
555
2.9%
2.5
436
2.3%
2.175
306
1.6%
2.525
252
1.3%
SMALLEST VALUES
1.65
1
<0.1%
1.725
1
<0.1%
1.825
1
<0.1%
1.9
2
<0.1%
1.95
1
<0.1%
1.975
5
<0.1%
2.0
7
<0.1%
2.025
7
<0.1%
2.05
6
<0.1%
2.075
22
0.1%
2.1
39
0.2%
2.125
84
0.4%
2.15
173
0.9%
2.175
306
1.6%
2.2
555
2.9%
LARGEST VALUES
3.7
1
<0.1%
3.025
1
<0.1%
3.0
1
<0.1%
2.925
1
<0.1%
2.875
1
<0.1%
2.85
1
<0.1%
2.825
3
<0.1%
2.8
2
<0.1%
2.775
3
<0.1%
2.75
7
<0.1%
2.725
15
<0.1%
2.7
23
0.1%
2.675
24
0.1%
2.65
26
0.1%
2.625
39
0.2%
CHOLESTEROL
MISSING:
10,917
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TRIGLYCERIDS
0.36
AGE
0.33
SBP_first
0.23
DBP_first
0.22
SBP_second
0.18
DBP_second
0.18
hemoglobin
0.16
hematocrit
0.15
WAIST_CIRC
0.13
HbA1c
0.11
URIC_ACID
0.11
MCH
0.11
MCV
0.11
CALCIO
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.73
sw_smoker_cat
0.69
sw_smoke_100
0.69
CHF
0.68
CAD
0.68
EDUCATION
0.68
MI
0.68
STROKE
0.68
RENAL
0.68
FAMILY_DIAB
0.68
sw_malignancy
0.68
sw_diabrisk
0.66
sw_prediab
0.64
sw_drugs
0.57
MOST FREQUENT VALUES
4.707
219
1.1%
4.37
207
1.1%
4.758
206
1.1%
4.344
205
1.1%
5.094
203
1.1%
4.241
203
1.1%
4.577
201
1.0%
4.629
199
1.0%
4.293
199
1.0%
4.422
196
1.0%
4.396
193
1.0%
4.991
193
1.0%
4.913
192
1.0%
5.069
191
1.0%
5.172
190
1.0%
SMALLEST VALUES
1.603
1
<0.1%
1.862
1
<0.1%
1.914
1
<0.1%
2.069
1
<0.1%
2.095
3
<0.1%
2.224
3
<0.1%
2.25
1
<0.1%
2.276
2
<0.1%
2.302
5
<0.1%
2.327
1
<0.1%
2.353
3
<0.1%
2.379
5
<0.1%
2.405
1
<0.1%
2.431
3
<0.1%
2.457
5
<0.1%
LARGEST VALUES
16.525
1
<0.1%
12.206
1
<0.1%
11.818
1
<0.1%
11.327
1
<0.1%
11.042
1
<0.1%
10.835
1
<0.1%
10.784
1
<0.1%
10.68
1
<0.1%
10.37
1
<0.1%
10.215
1
<0.1%
10.189
1
<0.1%
10.034
1
<0.1%
9.93
1
<0.1%
9.853
1
<0.1%
9.827
1
<0.1%
CREATININE
MISSING:
10,915
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BUN
0.55
URIC_ACID
0.30
AGE
0.26
SBP_first
0.20
DBP_first
0.19
RBC
-0.14
WAIST_CIRC
0.11
MCV
0.10
PHOSPHORUS
0.10
RDW
0.10
HbA1c
0.10
WEIGHT
0.09
ALBUMIN
-0.09
GLUCOSE
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.62
RENAL
0.60
sw_smoker_cat
0.58
sw_smoke_100
0.58
CHF
0.57
STROKE
0.57
MI
0.57
CAD
0.57
EDUCATION
0.57
sw_malignancy
0.57
FAMILY_DIAB
0.57
sw_diabrisk
0.51
sw_prediab
0.49
sw_drugs
0.43
MOST FREQUENT VALUES
63.65
860
4.5%
54.81
791
4.1%
72.49
584
3.0%
61.0
519
2.7%
60.11
492
2.5%
59.23
479
2.5%
57.46
475
2.5%
61.88
473
2.5%
62.76
469
2.4%
64.53
467
2.4%
56.58
466
2.4%
58.34
461
2.4%
65.42
451
2.3%
67.18
423
2.2%
66.3
410
2.1%
SMALLEST VALUES
22.1
1
<0.1%
22.98
1
<0.1%
25.64
2
<0.1%
26.52
5
<0.1%
27.4
2
<0.1%
28.29
7
<0.1%
29.17
5
<0.1%
30.06
6
<0.1%
30.94
6
<0.1%
31.82
7
<0.1%
32.71
15
<0.1%
33.59
19
<0.1%
34.48
18
<0.1%
35.36
30
0.2%
36.24
30
0.2%
LARGEST VALUES
1539.04
1
<0.1%
968.86
1
<0.1%
903.45
1
<0.1%
738.14
1
<0.1%
735.49
1
<0.1%
689.52
1
<0.1%
684.22
1
<0.1%
680.68
1
<0.1%
655.93
1
<0.1%
647.97
1
<0.1%
638.25
1
<0.1%
594.93
1
<0.1%
572.83
1
<0.1%
557.8
1
<0.1%
556.92
1
<0.1%
GLUCOSE
MISSING:
10,914
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Glucose_basal
0.98
HbA1c
0.78
HOMA_IR
0.44
AGE
0.25
TRIGLYCERIDS
0.25
WAIST_CIRC
0.24
SBP_first
0.22
DBP_first
0.21
Insulin_basal
0.21
BMI
0.20
BUN
0.17
WEIGHT
0.16
ALBUMIN
-0.14
URIC_ACID
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.66
sw_smoker_cat
0.62
sw_smoke_100
0.62
FAMILY_DIAB
0.61
EDUCATION
0.61
CHF
0.61
CAD
0.61
MI
0.61
RENAL
0.61
STROKE
0.61
sw_malignancy
0.61
sw_drugs
0.48
sw_diabrisk
0.47
sw_prediab
0.45
MOST FREQUENT VALUES
4.94
734
3.8%
4.77
733
3.8%
4.83
722
3.7%
4.88
703
3.6%
4.72
692
3.6%
4.66
688
3.6%
5.0
680
3.5%
5.11
671
3.5%
5.05
649
3.4%
4.61
605
3.1%
5.16
585
3.0%
4.55
563
2.9%
4.5
544
2.8%
5.22
541
2.8%
5.27
524
2.7%
SMALLEST VALUES
1.83
1
<0.1%
2.33
1
<0.1%
2.39
1
<0.1%
2.55
2
<0.1%
2.61
2
<0.1%
2.66
3
<0.1%
2.72
4
<0.1%
2.78
3
<0.1%
2.83
2
<0.1%
2.89
4
<0.1%
2.94
2
<0.1%
3.0
3
<0.1%
3.05
5
<0.1%
3.11
4
<0.1%
3.16
10
<0.1%
LARGEST VALUES
43.13
1
<0.1%
34.25
1
<0.1%
33.86
1
<0.1%
33.58
1
<0.1%
32.03
1
<0.1%
31.47
1
<0.1%
31.03
1
<0.1%
28.92
1
<0.1%
27.7
1
<0.1%
27.64
1
<0.1%
27.42
2
<0.1%
26.81
1
<0.1%
26.76
1
<0.1%
26.7
1
<0.1%
25.42
1
<0.1%
IRON
MISSING:
10,937
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hemoglobin
0.38
MCH
0.38
MCV
0.36
BILIRUBIN
0.34
hematocrit
0.33
RDW
-0.33
MCHC
0.25
BMI
-0.21
WEIGHT
-0.20
WAIST_CIRC
-0.19
ALBUMIN
0.19
platelets
-0.16
Insulin_basal
-0.15
GLOBULIN
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.59
sw_diabrisk
0.58
sw_prediab
0.57
sw_smoke_100
0.54
sw_smoker_cat
0.54
EDUCATION
0.53
CHF
0.53
FAMILY_DIAB
0.53
STROKE
0.53
RENAL
0.53
CAD
0.53
MI
0.53
sw_malignancy
0.53
sw_drugs
0.46
MOST FREQUENT VALUES
12.0
278
1.4%
11.3
274
1.4%
11.8
272
1.4%
13.1
260
1.3%
10.4
254
1.3%
12.7
254
1.3%
11.6
252
1.3%
12.2
251
1.3%
11.1
251
1.3%
11.5
250
1.3%
10.9
250
1.3%
14.1
250
1.3%
13.4
244
1.3%
13.6
244
1.3%
12.9
242
1.3%
SMALLEST VALUES
0.9
2
<0.1%
1.1
1
<0.1%
1.3
8
<0.1%
1.4
8
<0.1%
1.6
9
<0.1%
1.8
20
0.1%
2.0
26
0.1%
2.1
19
<0.1%
2.3
20
0.1%
2.5
38
0.2%
2.7
27
0.1%
2.9
41
0.2%
3.0
46
0.2%
3.2
47
0.2%
3.4
45
0.2%
LARGEST VALUES
85.3
1
<0.1%
76.7
1
<0.1%
69.3
1
<0.1%
66.1
1
<0.1%
65.0
1
<0.1%
61.4
1
<0.1%
58.2
1
<0.1%
56.4
1
<0.1%
54.1
1
<0.1%
53.6
2
<0.1%
52.8
1
<0.1%
51.4
1
<0.1%
50.7
1
<0.1%
50.0
1
<0.1%
48.5
1
<0.1%
PHOSPHORUS
MISSING:
10,917
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CALCIO
0.19
WAIST_CIRC
-0.19
BMI
-0.18
WEIGHT
-0.17
ALBUMIN
0.16
AGE
-0.15
DBP_first
-0.12
SBP_first
-0.11
DBP_second
-0.11
SBP_second
-0.11
neutrophil_pct
-0.10
CREATININE
0.10
GLOBULIN
-0.10
BUN
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.69
sw_diabrisk
0.68
sw_prediab
0.66
sw_smoke_100
0.61
sw_smoker_cat
0.61
EDUCATION
0.60
FAMILY_DIAB
0.60
CAD
0.60
CHF
0.60
sw_malignancy
0.60
STROKE
0.60
MI
0.60
RENAL
0.60
sw_drugs
0.52
MOST FREQUENT VALUES
1.259
1,425
7.4%
1.227
1,399
7.3%
1.195
1,384
7.2%
1.292
1,362
7.1%
1.162
1,317
6.8%
1.324
1,214
6.3%
1.13
1,154
6.0%
1.098
1,077
5.6%
1.356
1,070
5.5%
1.388
966
5.0%
1.421
854
4.4%
1.066
829
4.3%
1.453
667
3.5%
1.033
642
3.3%
1.001
553
2.9%
SMALLEST VALUES
0.581
1
<0.1%
0.614
4
<0.1%
0.646
6
<0.1%
0.678
6
<0.1%
0.71
13
<0.1%
0.743
27
0.1%
0.775
31
0.2%
0.807
68
0.4%
0.84
93
0.5%
0.872
139
0.7%
0.904
219
1.1%
0.936
316
1.6%
0.969
431
2.2%
1.001
553
2.9%
1.033
642
3.3%
LARGEST VALUES
3.52
1
<0.1%
2.454
1
<0.1%
2.293
1
<0.1%
2.196
1
<0.1%
2.163
4
<0.1%
2.131
2
<0.1%
2.067
2
<0.1%
2.034
8
<0.1%
2.002
2
<0.1%
1.97
7
<0.1%
1.937
10
<0.1%
1.905
7
<0.1%
1.873
11
<0.1%
1.841
23
0.1%
1.808
31
0.2%
BILIRUBIN
MISSING:
10,927
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SEQN
-0.37
IRON
0.34
ALBUMIN
0.24
MCHC
0.22
MCH
0.20
RDW
-0.19
hemoglobin
0.17
BMI
-0.17
WAIST_CIRC
-0.16
WEIGHT
-0.15
MCV
0.14
CALCIO
0.13
Insulin_basal
-0.13
platelets
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.59
sw_diabrisk
0.57
sw_prediab
0.55
sw_smoker_cat
0.52
sw_smoke_100
0.52
EDUCATION
0.52
FAMILY_DIAB
0.52
RENAL
0.51
sw_malignancy
0.51
STROKE
0.51
CAD
0.51
MI
0.51
CHF
0.51
sw_drugs
0.42
MOST FREQUENT VALUES
8.55
3,503
18.2%
10.26
3,221
16.7%
6.84
2,855
14.8%
11.97
2,381
12.3%
5.13
1,934
10.0%
13.68
1,551
8.0%
3.42
1,153
6.0%
15.39
876
4.5%
17.1
549
2.8%
18.81
319
1.7%
1.71
281
1.5%
20.52
208
1.1%
22.23
126
0.7%
23.94
88
0.5%
25.65
66
0.3%
SMALLEST VALUES
0.0
18
<0.1%
0.17
5
<0.1%
0.34
4
<0.1%
0.51
1
<0.1%
0.68
1
<0.1%
0.86
5
<0.1%
1.03
3
<0.1%
1.2
2
<0.1%
1.37
4
<0.1%
1.54
3
<0.1%
1.71
281
1.5%
3.42
1,153
6.0%
4.28
1
<0.1%
4.62
1
<0.1%
5.13
1,934
10.0%
LARGEST VALUES
70.11
1
<0.1%
63.27
1
<0.1%
49.59
1
<0.1%
44.46
2
<0.1%
42.75
2
<0.1%
41.04
1
<0.1%
39.33
4
<0.1%
37.62
6
<0.1%
35.91
4
<0.1%
34.2
5
<0.1%
32.49
15
<0.1%
30.78
21
0.1%
29.07
25
0.1%
27.36
37
0.2%
25.65
66
0.3%
PROTEIN
MISSING:
10,922
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
GLOBULIN
0.71
ALBUMIN
0.41
CALCIO
0.31
RBC
0.17
EXAM_wgt
-0.16
INTERVIE_wgt
-0.16
platelets
0.14
MCH
-0.13
MCV
-0.13
lymphocyte_pct
0.11
AGE
-0.11
pusle
0.10
DBP_second
0.09
neutrophil_pct
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.73
sw_diabrisk
0.70
sw_prediab
0.68
sw_smoke_100
0.66
sw_smoker_cat
0.66
sw_malignancy
0.64
CAD
0.64
CHF
0.64
FAMILY_DIAB
0.64
EDUCATION
0.64
STROKE
0.64
MI
0.64
RENAL
0.64
sw_drugs
0.56
MOST FREQUENT VALUES
72.0
1,778
9.2%
71.0
1,716
8.9%
70.0
1,680
8.7%
73.0
1,632
8.5%
69.0
1,557
8.1%
74.0
1,355
7.0%
68.0
1,322
6.9%
75.0
1,182
6.1%
67.0
1,001
5.2%
76.0
998
5.2%
66.0
846
4.4%
77.0
731
3.8%
65.0
628
3.3%
78.0
523
2.7%
64.0
431
2.2%
SMALLEST VALUES
34.0
1
<0.1%
47.0
1
<0.1%
52.0
2
<0.1%
53.0
6
<0.1%
54.0
2
<0.1%
55.0
7
<0.1%
56.0
14
<0.1%
57.0
14
<0.1%
58.0
29
0.2%
59.0
49
0.3%
60.0
56
0.3%
61.0
117
0.6%
62.0
179
0.9%
63.0
298
1.5%
64.0
431
2.2%
LARGEST VALUES
113.0
1
<0.1%
108.0
1
<0.1%
102.0
1
<0.1%
101.0
2
<0.1%
100.0
1
<0.1%
97.0
1
<0.1%
95.0
2
<0.1%
94.0
1
<0.1%
91.0
3
<0.1%
90.0
2
<0.1%
89.0
3
<0.1%
88.0
8
<0.1%
87.0
10
<0.1%
86.0
17
<0.1%
85.0
26
0.1%
TRIGLYCERIDS
MISSING:
10,929
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CHOLESTEROL
0.36
WAIST_CIRC
0.25
GLUCOSE
0.25
HbA1c
0.24
Glucose_basal
0.23
AGE
0.22
HOMA_IR
0.20
neutrophil_cnt
0.20
URIC_ACID
0.19
BMI
0.18
SBP_first
0.18
DBP_first
0.18
Insulin_basal
0.16
WEIGHT
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.50
EDUCATION
0.49
sw_smoke_100
0.48
sw_smoker_cat
0.48
FAMILY_DIAB
0.48
CAD
0.48
MI
0.48
sw_malignancy
0.48
RENAL
0.48
CHF
0.48
STROKE
0.48
sw_drugs
0.37
sw_diabrisk
0.35
sw_prediab
0.34
MOST FREQUENT VALUES
0.768
177
0.9%
0.892
172
0.9%
0.903
169
0.9%
0.835
165
0.9%
0.689
163
0.8%
0.711
162
0.8%
0.926
161
0.8%
0.734
161
0.8%
0.779
160
0.8%
0.677
159
0.8%
1.039
159
0.8%
0.79
159
0.8%
0.723
158
0.8%
0.881
157
0.8%
0.824
156
0.8%
SMALLEST VALUES
0.147
1
<0.1%
0.203
1
<0.1%
0.215
2
<0.1%
0.226
3
<0.1%
0.237
5
<0.1%
0.248
7
<0.1%
0.26
9
<0.1%
0.271
8
<0.1%
0.282
11
<0.1%
0.294
14
<0.1%
0.305
21
0.1%
0.316
27
0.1%
0.327
11
<0.1%
0.339
18
<0.1%
0.35
32
0.2%
LARGEST VALUES
68.384
1
<0.1%
37.042
1
<0.1%
25.211
1
<0.1%
19.667
1
<0.1%
17.5
1
<0.1%
15.648
1
<0.1%
15.095
1
<0.1%
11.696
1
<0.1%
11.685
1
<0.1%
11.584
1
<0.1%
11.143
1
<0.1%
11.075
1
<0.1%
10.827
1
<0.1%
10.737
1
<0.1%
10.703
1
<0.1%
URIC_ACID
MISSING:
10,920
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WAIST_CIRC
0.39
BUN
0.37
BMI
0.36
WEIGHT
0.34
CREATININE
0.30
AGE
0.30
SBP_first
0.24
DBP_first
0.24
Insulin_basal
0.22
TRIGLYCERIDS
0.19
HOMA_IR
0.19
HbA1c
0.16
GLOBULIN
0.15
Glucose_basal
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.70
sw_smoker_cat
0.65
sw_smoke_100
0.65
CHF
0.63
FAMILY_DIAB
0.63
RENAL
0.63
STROKE
0.63
MI
0.63
EDUCATION
0.63
CAD
0.63
sw_malignancy
0.63
sw_diabrisk
0.60
sw_prediab
0.58
sw_drugs
0.50
MOST FREQUENT VALUES
273.6
728
3.8%
261.7
703
3.6%
249.8
700
3.6%
255.8
687
3.6%
279.6
653
3.4%
237.9
651
3.4%
243.9
651
3.4%
267.7
648
3.4%
291.5
611
3.2%
285.5
610
3.2%
226.0
585
3.0%
232.0
578
3.0%
220.1
573
3.0%
297.4
571
3.0%
303.3
546
2.8%
SMALLEST VALUES
23.8
1
<0.1%
41.6
1
<0.1%
47.6
1
<0.1%
65.4
1
<0.1%
89.2
2
<0.1%
95.2
3
<0.1%
101.1
8
<0.1%
107.1
6
<0.1%
113.0
10
<0.1%
119.0
14
<0.1%
124.9
15
<0.1%
130.9
24
0.1%
136.8
40
0.2%
142.8
45
0.2%
148.7
56
0.3%
LARGEST VALUES
1070.6
1
<0.1%
779.2
1
<0.1%
773.2
1
<0.1%
737.6
1
<0.1%
731.6
1
<0.1%
725.7
1
<0.1%
707.8
1
<0.1%
701.9
2
<0.1%
684.0
1
<0.1%
678.1
1
<0.1%
672.1
1
<0.1%
666.2
1
<0.1%
660.2
2
<0.1%
654.3
2
<0.1%
648.3
3
<0.1%
GLOBULIN
MISSING:
10,922
(36%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PROTEIN
0.71
ALBUMIN
-0.34
BMI
0.23
MCH
-0.23
EXAM_wgt
-0.22
INTERVIE_wgt
-0.22
WAIST_CIRC
0.21
MCV
-0.21
WEIGHT
0.21
RDW
0.20
platelets
0.18
Insulin_basal
0.18
HbA1c
0.17
MCHC
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.73
sw_diabrisk
0.67
sw_smoke_100
0.66
sw_smoker_cat
0.66
sw_prediab
0.65
sw_malignancy
0.64
FAMILY_DIAB
0.64
EDUCATION
0.64
CAD
0.64
CHF
0.64
MI
0.64
STROKE
0.64
RENAL
0.64
sw_drugs
0.56
MOST FREQUENT VALUES
28.0
1,880
9.7%
29.0
1,851
9.6%
30.0
1,755
9.1%
27.0
1,606
8.3%
31.0
1,605
8.3%
32.0
1,357
7.0%
26.0
1,349
7.0%
33.0
1,164
6.0%
25.0
1,134
5.9%
34.0
1,029
5.3%
24.0
799
4.1%
35.0
741
3.8%
36.0
552
2.9%
23.0
528
2.7%
37.0
353
1.8%
SMALLEST VALUES
6.0
1
<0.1%
8.0
1
<0.1%
10.0
2
<0.1%
12.0
1
<0.1%
13.0
2
<0.1%
14.0
1
<0.1%
16.0
5
<0.1%
17.0
15
<0.1%
18.0
20
0.1%
19.0
37
0.2%
20.0
86
0.4%
21.0
171
0.9%
22.0
344
1.8%
23.0
528
2.7%
24.0
799
4.1%
LARGEST VALUES
75.0
1
<0.1%
72.0
1
<0.1%
70.0
1
<0.1%
65.0
1
<0.1%
62.0
1
<0.1%
60.0
4
<0.1%
59.0
1
<0.1%
57.0
1
<0.1%
55.0
2
<0.1%
54.0
2
<0.1%
53.0
1
<0.1%
52.0
2
<0.1%
51.0
1
<0.1%
50.0
5
<0.1%
49.0
6
<0.1%
HbA1c
MISSING:
10,570
(35%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Glucose_basal
0.83
GLUCOSE
0.78
HOMA_IR
0.41
AGE
0.34
WAIST_CIRC
0.30
SBP_first
0.28
DBP_first
0.27
BMI
0.25
TRIGLYCERIDS
0.24
Insulin_basal
0.22
BUN
0.21
WEIGHT
0.20
GLOBULIN
0.17
ALBUMIN
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.74
sw_smoker_cat
0.69
sw_smoke_100
0.69
FAMILY_DIAB
0.68
EDUCATION
0.67
MI
0.67
CAD
0.67
CHF
0.67
STROKE
0.67
RENAL
0.67
sw_malignancy
0.67
sw_diabrisk
0.60
sw_prediab
0.57
sw_drugs
0.55
MOST FREQUENT VALUES
5.4
1,880
9.6%
5.3
1,789
9.1%
5.5
1,720
8.8%
5.2
1,693
8.6%
5.6
1,465
7.5%
5.1
1,350
6.9%
5.7
1,205
6.1%
5.0
1,129
5.7%
5.8
1,040
5.3%
5.9
764
3.9%
4.9
750
3.8%
6.0
644
3.3%
4.8
465
2.4%
6.1
449
2.3%
6.2
311
1.6%
SMALLEST VALUES
2.0
1
<0.1%
3.5
1
<0.1%
3.6
1
<0.1%
3.7
1
<0.1%
3.8
1
<0.1%
4.0
4
<0.1%
4.1
12
<0.1%
4.2
15
<0.1%
4.3
29
0.1%
4.4
58
0.3%
4.5
100
0.5%
4.6
140
0.7%
4.7
284
1.4%
4.8
465
2.4%
4.9
750
3.8%
LARGEST VALUES
17.8
1
<0.1%
17.5
1
<0.1%
17.0
1
<0.1%
16.9
1
<0.1%
16.5
1
<0.1%
16.4
1
<0.1%
15.2
1
<0.1%
15.0
1
<0.1%
14.6
1
<0.1%
14.4
5
<0.1%
14.3
3
<0.1%
14.2
2
<0.1%
14.1
2
<0.1%
13.9
1
<0.1%
13.8
1
<0.1%
Glucose_basal
MISSING:
21,390
(71%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
GLUCOSE
0.98
HbA1c
0.83
HOMA_IR
0.43
WAIST_CIRC
0.27
AGE
0.27
SBP_first
0.26
DBP_first
0.26
TRIGLYCERIDS
0.23
BMI
0.22
Insulin_basal
0.20
WEIGHT
0.19
BUN
0.17
HOMA_beta
-0.13
ALBUMIN
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.35
sw_smoker_cat
0.33
sw_smoke_100
0.33
FAMILY_DIAB
0.32
MI
0.32
CHF
0.32
CAD
0.32
RENAL
0.32
EDUCATION
0.32
sw_malignancy
0.32
STROKE
0.32
sw_drugs
0.26
sw_diabrisk
0.25
sw_prediab
0.24
MOST FREQUENT VALUES
94.0
372
4.2%
97.0
371
4.2%
95.0
341
3.9%
96.0
332
3.8%
93.0
329
3.7%
91.0
317
3.6%
99.0
315
3.6%
92.0
311
3.5%
98.0
302
3.4%
100.0
291
3.3%
90.0
288
3.3%
89.0
287
3.3%
101.0
260
2.9%
102.0
249
2.8%
88.0
231
2.6%
SMALLEST VALUES
38.0
1
<0.1%
47.0
2
<0.1%
50.0
1
<0.1%
53.0
1
<0.1%
54.0
1
<0.1%
57.0
1
<0.1%
60.0
1
<0.1%
61.0
1
<0.1%
62.0
1
<0.1%
63.0
2
<0.1%
64.0
2
<0.1%
66.0
4
<0.1%
67.0
3
<0.1%
68.0
3
<0.1%
69.0
4
<0.1%
LARGEST VALUES
584.0
1
<0.1%
527.0
1
<0.1%
461.0
1
<0.1%
442.0
1
<0.1%
440.0
1
<0.1%
422.0
2
<0.1%
421.0
1
<0.1%
414.0
1
<0.1%
412.0
1
<0.1%
405.0
1
<0.1%
398.0
1
<0.1%
390.0
1
<0.1%
389.0
1
<0.1%
387.0
1
<0.1%
384.0
1
<0.1%
Insulin_basal
MISSING:
23,233
(77%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HOMA_IR
0.91
HOMA_beta
0.52
WAIST_CIRC
0.41
BMI
0.40
WEIGHT
0.38
HbA1c
0.22
URIC_ACID
0.22
GLUCOSE
0.21
Glucose_basal
0.20
WBC
0.19
GLOBULIN
0.18
neutrophil_cnt
0.17
TRIGLYCERIDS
0.16
IRON
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.22
EDUCATION
0.18
CHF
0.18
FAMILY_DIAB
0.18
sw_smoker_cat
0.18
sw_smoke_100
0.18
RENAL
0.17
STROKE
0.17
MI
0.17
CAD
0.17
sw_malignancy
0.17
sw_diabrisk
0.16
sw_drugs
0.16
sw_prediab
0.16
MOST FREQUENT VALUES
6.75
15
0.2%
4.37
14
0.2%
10.13
13
0.2%
4.44
12
0.2%
9.34
12
0.2%
6.53
12
0.2%
1.0
11
0.2%
6.47
11
0.2%
5.91
10
0.1%
4.13
10
0.1%
6.44
10
0.1%
7.21
10
0.1%
9.27
10
0.1%
4.14
10
0.1%
5.0
10
0.1%
SMALLEST VALUES
0.14
1
<0.1%
0.46
1
<0.1%
1.0
11
0.2%
1.13
1
<0.1%
1.17
1
<0.1%
1.22
1
<0.1%
1.23
1
<0.1%
1.33
1
<0.1%
1.36
2
<0.1%
1.39
2
<0.1%
1.44
1
<0.1%
1.48
1
<0.1%
1.49
1
<0.1%
1.52
1
<0.1%
1.63
2
<0.1%
LARGEST VALUES
324.06
1
<0.1%
256.88
1
<0.1%
255.46
1
<0.1%
197.92
1
<0.1%
162.96
1
<0.1%
157.8
1
<0.1%
146.51
1
<0.1%
138.83
1
<0.1%
131.7
1
<0.1%
128.52
1
<0.1%
123.25
1
<0.1%
119.3
1
<0.1%
114.77
1
<0.1%
100.13
1
<0.1%
100.06
1
<0.1%
HOMA_beta
MISSING:
23,248
(77%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Insulin_basal
0.52
HOMA_IR
0.34
BMI
0.19
WEIGHT
0.19
WAIST_CIRC
0.17
AGE
-0.15
Glucose_basal
-0.13
GLUCOSE
-0.11
IRON
-0.11
WBC
0.10
MCV
-0.10
BILIRUBIN
-0.10
pusle
0.09
MCH
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diabrisk
0.18
sw_prediab
0.18
sw_overweight
0.16
sw_drugs
0.13
sw_smoker_cat
0.13
sw_smoke_100
0.13
CAD
0.12
EDUCATION
0.12
STROKE
0.12
RENAL
0.12
sw_malignancy
0.12
FAMILY_DIAB
0.12
CHF
0.12
MI
0.12
MOST FREQUENT VALUES
86.4
9
0.1%
54.0
9
0.1%
82.8
9
0.1%
46.8
9
0.1%
88.2
9
0.1%
122.4
9
0.1%
90.0
8
0.1%
79.2
8
0.1%
55.8
7
0.1%
100.8
7
0.1%
151.2
6
<0.1%
147.6
6
<0.1%
97.2
6
<0.1%
111.6
5
<0.1%
59.4
5
<0.1%
SMALLEST VALUES
-6912.0
1
<0.1%
-1665.6
1
<0.1%
-373.6
1
<0.1%
-321.6
1
<0.1%
-218.25
1
<0.1%
-146.492307692308
1
<0.1%
-46.08
1
<0.1%
1.36216216216216
1
<0.1%
1.5063339731286
1
<0.1%
2.44679665738162
1
<0.1%
2.86315789473684
1
<0.1%
3.57757009345794
1
<0.1%
4.08292682926829
1
<0.1%
4.68620689655172
1
<0.1%
4.86832740213523
1
<0.1%
LARGEST VALUES
4521.6
1
<0.1%
2632.11428571429
1
<0.1%
2579.04
1
<0.1%
2430.45
1
<0.1%
2047.2
1
<0.1%
1956.0
1
<0.1%
1953.46666666667
1
<0.1%
1792.8
1
<0.1%
1778.4
1
<0.1%
1657.8
1
<0.1%
1387.5652173913
1
<0.1%
1363.5
1
<0.1%
1226.208
1
<0.1%
1147.2
1
<0.1%
1108.368
1
<0.1%
HOMA_IR
MISSING:
23,247
(77%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Insulin_basal
0.91
GLUCOSE
0.44
Glucose_basal
0.43
HbA1c
0.41
WAIST_CIRC
0.38
BMI
0.36
HOMA_beta
0.34
WEIGHT
0.34
TRIGLYCERIDS
0.20
URIC_ACID
0.19
WBC
0.17
GLOBULIN
0.17
neutrophil_cnt
0.15
ALBUMIN
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.21
sw_diab
0.17
CHF
0.17
FAMILY_DIAB
0.17
EDUCATION
0.17
sw_insulin
0.17
CAD
0.16
STROKE
0.16
RENAL
0.16
MI
0.16
sw_malignancy
0.16
sw_smoker_cat
0.16
sw_smoke_100
0.16
sw_oral_antidiab
0.16
MOST FREQUENT VALUES
1.06777777777778
4
<0.1%
1.83901234567901
4
<0.1%
0.808888888888889
4
<0.1%
2.10962962962963
4
<0.1%
2.72365432098765
4
<0.1%
1.83822222222222
4
<0.1%
1.64888888888889
3
<0.1%
2.50066666666667
3
<0.1%
1.16
3
<0.1%
1.49471604938272
3
<0.1%
1.1
3
<0.1%
1.50585185185185
3
<0.1%
2.43817283950617
3
<0.1%
2.48444444444444
3
<0.1%
1.85471604938272
3
<0.1%
SMALLEST VALUES
0.0345679012345679
1
<0.1%
0.0783703703703704
1
<0.1%
0.185185185185185
1
<0.1%
0.190123456790123
1
<0.1%
0.209876543209877
1
<0.1%
0.211555555555556
1
<0.1%
0.212345679012346
1
<0.1%
0.217283950617284
1
<0.1%
0.22716049382716
1
<0.1%
0.22962962962963
1
<0.1%
0.241975308641975
1
<0.1%
0.242740740740741
1
<0.1%
0.244
1
<0.1%
0.249382716049383
1
<0.1%
0.251851851851852
1
<0.1%
LARGEST VALUES
100.190222222222
1
<0.1%
93.002962962963
1
<0.1%
88.8164444444445
1
<0.1%
87.0456296296296
1
<0.1%
77.7019259259259
1
<0.1%
72.9412345679012
1
<0.1%
69.7437037037037
1
<0.1%
69.5863950617284
1
<0.1%
64.516049382716
1
<0.1%
61.2044444444445
1
<0.1%
58.3244444444444
1
<0.1%
56.168
1
<0.1%
52.6241481481481
1
<0.1%
51.9383209876543
1
<0.1%
44.3635555555556
1
<0.1%
WBC
MISSING:
5,368
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lymphocyte_cnt
0.84
neutrophil_cnt
0.64
monocyte_cnt
0.45
eosinophil_cnt
0.24
basophil_cnt
0.24
monocyte_pct
-0.21
platelets
0.20
Insulin_basal
0.19
HOMA_IR
0.17
neutrophil_pct
0.17
TRIGLYCERIDS
0.14
Glucose_basal
0.12
lymphocyte_pct
-0.12
pusle
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.31
sw_insulin
0.30
sw_asthma_ever
0.30
pulse_type
0.23
sw_overweight
0.22
sw_drugs
0.22
sw_smoker_cat
0.20
sw_smoke_100
0.20
sw_cannabis
0.20
EDUCATION
0.19
FAMILY_DIAB
0.19
MI
0.19
CAD
0.19
sw_malignancy
0.19
MOST FREQUENT VALUES
7.1
654
2.6%
6.4
652
2.6%
6.1
643
2.6%
6.6
635
2.6%
6.9
631
2.5%
5.6
619
2.5%
5.9
600
2.4%
6.3
541
2.2%
7.6
529
2.1%
5.1
512
2.1%
8.1
501
2.0%
6.8
468
1.9%
7.3
466
1.9%
7.4
456
1.8%
5.7
449
1.8%
SMALLEST VALUES
1.4
1
<0.1%
1.6
1
<0.1%
2.0
1
<0.1%
2.3
3
<0.1%
2.4
2
<0.1%
2.5
4
<0.1%
2.6
5
<0.1%
2.7
9
<0.1%
2.8
18
<0.1%
2.9
12
<0.1%
3.0
18
<0.1%
3.1
33
0.1%
3.2
30
0.1%
3.3
27
0.1%
3.4
75
0.3%
LARGEST VALUES
400.0
1
<0.1%
55.7
1
<0.1%
44.8
1
<0.1%
43.9
1
<0.1%
28.7
1
<0.1%
26.3
1
<0.1%
26.1
1
<0.1%
23.2
1
<0.1%
23.0
1
<0.1%
22.8
1
<0.1%
21.7
1
<0.1%
20.7
1
<0.1%
20.1
1
<0.1%
19.9
1
<0.1%
19.2
1
<0.1%
lymphocyte_pct
MISSING:
5,414
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
neutrophil_pct
-0.96
neutrophil_cnt
-0.64
HEIGHT
-0.42
WEIGHT
-0.40
AGE
-0.37
WAIST_CIRC
-0.36
lymphocyte_cnt
0.29
BMI
-0.29
MCV
-0.22
INTERVIE_wgt
-0.19
EXAM_wgt
-0.19
MPV
-0.18
MCH
-0.18
platelets
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_insulin
0.36
sw_diab
0.36
sw_asthma_ever
0.36
pulse_type
0.28
sw_drugs
0.14
sw_cannabis
0.10
ETHNICITY
0.09
last_cannabis_time
0.07
sw_diabrisk
0.06
sw_prediab
0.06
CHF
0.06
CAD
0.06
RENAL
0.06
sw_malignancy
0.05
MOST FREQUENT VALUES
29.0
161
0.6%
34.2
156
0.6%
32.0
154
0.6%
33.3
148
0.6%
29.5
146
0.6%
31.5
137
0.6%
31.3
137
0.6%
28.8
137
0.6%
27.5
135
0.5%
37.3
134
0.5%
27.0
132
0.5%
32.3
131
0.5%
35.8
129
0.5%
32.8
128
0.5%
26.3
128
0.5%
SMALLEST VALUES
2.7
1
<0.1%
3.7
1
<0.1%
4.0
1
<0.1%
4.4
1
<0.1%
4.9
1
<0.1%
5.0
1
<0.1%
5.1
1
<0.1%
5.2
1
<0.1%
6.0
1
<0.1%
6.3
1
<0.1%
6.5
2
<0.1%
6.8
1
<0.1%
6.9
1
<0.1%
7.2
1
<0.1%
7.3
2
<0.1%
LARGEST VALUES
90.8
1
<0.1%
89.7
1
<0.1%
88.0
1
<0.1%
83.2
1
<0.1%
79.9
1
<0.1%
79.2
2
<0.1%
77.7
1
<0.1%
77.4
1
<0.1%
77.1
2
<0.1%
77.0
1
<0.1%
76.9
2
<0.1%
76.7
1
<0.1%
76.4
2
<0.1%
76.3
1
<0.1%
76.2
2
<0.1%
monocyte_pct
MISSING:
5,414
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
monocyte_cnt
0.53
neutrophil_cnt
-0.36
neutrophil_pct
-0.30
WBC
-0.21
BMI
-0.12
WEIGHT
-0.11
WAIST_CIRC
-0.11
TRIGLYCERIDS
-0.11
lymphocyte_pct
0.10
BUN
0.09
GLUCOSE
-0.09
basophil_cnt
-0.09
platelets
-0.09
hemoglobin
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.37
sw_asthma_ever
0.37
sw_insulin
0.36
pulse_type
0.28
sw_overweight
0.23
sw_diabrisk
0.23
sw_prediab
0.22
sw_smoker_cat
0.21
sw_smoke_100
0.21
CHF
0.21
EDUCATION
0.21
MI
0.21
sw_malignancy
0.21
CAD
0.21
MOST FREQUENT VALUES
6.9
712
2.9%
7.1
637
2.6%
7.6
577
2.3%
6.3
573
2.3%
6.4
567
2.3%
6.6
566
2.3%
6.8
554
2.2%
8.1
549
2.2%
7.5
536
2.2%
6.1
533
2.1%
7.4
509
2.1%
7.3
500
2.0%
7.8
493
2.0%
7.9
491
2.0%
5.9
485
2.0%
SMALLEST VALUES
0.6
2
<0.1%
0.7
2
<0.1%
0.8
1
<0.1%
1.1
1
<0.1%
1.3
2
<0.1%
1.5
3
<0.1%
1.7
3
<0.1%
1.8
4
<0.1%
1.9
6
<0.1%
2.0
8
<0.1%
2.1
4
<0.1%
2.2
10
<0.1%
2.3
8
<0.1%
2.4
6
<0.1%
2.5
11
<0.1%
LARGEST VALUES
53.2
1
<0.1%
40.4
1
<0.1%
38.9
1
<0.1%
38.8
1
<0.1%
31.3
1
<0.1%
29.3
1
<0.1%
26.7
1
<0.1%
26.3
1
<0.1%
26.1
1
<0.1%
24.5
1
<0.1%
23.8
1
<0.1%
23.5
1
<0.1%
22.6
1
<0.1%
22.4
1
<0.1%
22.3
1
<0.1%
neutrophil_pct
MISSING:
5,414
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lymphocyte_pct
-0.96
neutrophil_cnt
0.70
HEIGHT
0.41
WEIGHT
0.41
WAIST_CIRC
0.37
AGE
0.34
monocyte_pct
-0.30
BMI
0.30
eosinophil_pct
-0.27
lymphocyte_cnt
-0.25
MCV
0.21
INTERVIE_wgt
0.18
EXAM_wgt
0.18
MPV
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.45
sw_smoke_100
0.42
sw_smoker_cat
0.42
FAMILY_DIAB
0.41
EDUCATION
0.41
MI
0.41
CAD
0.41
sw_malignancy
0.41
STROKE
0.41
CHF
0.41
RENAL
0.41
sw_diab
0.41
sw_insulin
0.40
sw_asthma_ever
0.40
MOST FREQUENT VALUES
61.3
148
0.6%
56.8
140
0.6%
59.7
139
0.6%
59.3
138
0.6%
60.3
123
0.5%
61.8
119
0.5%
62.8
119
0.5%
57.2
118
0.5%
57.8
118
0.5%
54.3
118
0.5%
54.2
117
0.5%
56.3
117
0.5%
60.9
114
0.5%
52.2
114
0.5%
62.2
113
0.5%
SMALLEST VALUES
4.2
1
<0.1%
4.8
1
<0.1%
5.3
1
<0.1%
6.7
1
<0.1%
6.9
1
<0.1%
7.8
1
<0.1%
8.2
1
<0.1%
8.4
1
<0.1%
8.6
1
<0.1%
8.8
2
<0.1%
9.0
1
<0.1%
9.3
1
<0.1%
9.6
1
<0.1%
9.9
1
<0.1%
10.2
1
<0.1%
LARGEST VALUES
96.6
1
<0.1%
92.8
1
<0.1%
92.2
1
<0.1%
91.9
1
<0.1%
90.9
1
<0.1%
90.8
1
<0.1%
90.6
1
<0.1%
89.8
1
<0.1%
89.4
1
<0.1%
89.2
1
<0.1%
89.1
1
<0.1%
88.4
1
<0.1%
88.3
1
<0.1%
88.0
3
<0.1%
87.9
1
<0.1%
eosinophil_pct
MISSING:
5,414
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
eosinophil_cnt
0.88
neutrophil_pct
-0.27
neutrophil_cnt
-0.20
basophil_pct
0.11
HEIGHT
-0.08
WEIGHT
-0.08
lymphocyte_pct
0.07
WAIST_CIRC
-0.07
basophil_cnt
0.07
monocyte_pct
0.07
BUN
0.06
BMI
-0.06
WBC
-0.06
CREATININE
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_asthma_ever
0.22
sw_diab
0.21
sw_insulin
0.21
pulse_type
0.16
sw_drugs
0.09
RENAL
0.08
MI
0.08
FAMILY_DIAB
0.08
EDUCATION
0.08
CHF
0.08
CAD
0.08
STROKE
0.08
sw_malignancy
0.08
sw_smoker_cat
0.08
MOST FREQUENT VALUES
1.7
1,074
4.3%
1.3
976
3.9%
2.0
952
3.8%
2.3
826
3.3%
1.2
824
3.3%
1.5
817
3.3%
1.6
806
3.3%
1.0
783
3.2%
0.9
760
3.1%
1.8
735
3.0%
2.2
718
2.9%
2.8
665
2.7%
1.9
653
2.6%
2.5
651
2.6%
1.4
625
2.5%
SMALLEST VALUES
0.0
38
0.2%
0.1
57
0.2%
0.2
79
0.3%
0.3
101
0.4%
0.4
243
1.0%
0.5
180
0.7%
0.6
486
2.0%
0.7
291
1.2%
0.8
591
2.4%
0.9
760
3.1%
1.0
783
3.2%
1.1
530
2.1%
1.2
824
3.3%
1.3
976
3.9%
1.4
625
2.5%
LARGEST VALUES
34.1
1
<0.1%
29.1
1
<0.1%
28.5
1
<0.1%
28.3
1
<0.1%
25.4
1
<0.1%
25.2
1
<0.1%
25.0
1
<0.1%
24.4
1
<0.1%
22.2
1
<0.1%
22.1
1
<0.1%
22.0
1
<0.1%
21.7
1
<0.1%
21.5
2
<0.1%
20.8
1
<0.1%
20.7
1
<0.1%
basophil_pct
MISSING:
5,414
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
basophil_cnt
0.74
neutrophil_pct
-0.13
neutrophil_cnt
-0.12
eosinophil_pct
0.11
AGE
0.07
eosinophil_cnt
0.07
RDW
0.06
lymphocyte_pct
0.06
pusle
-0.06
DBP_first
0.06
SBP_first
0.06
WBC
-0.05
MCHC
-0.05
SBP_second
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.23
sw_asthma_ever
0.23
sw_insulin
0.23
sw_overweight
0.20
EDUCATION
0.19
sw_malignancy
0.19
FAMILY_DIAB
0.19
RENAL
0.19
MI
0.19
CHF
0.19
STROKE
0.19
CAD
0.19
sw_smoker_cat
0.19
sw_smoke_100
0.19
MOST FREQUENT VALUES
0.6
4,342
17.5%
0.4
3,085
12.4%
0.8
2,535
10.2%
0.5
2,387
9.6%
0.9
2,284
9.2%
0.7
2,185
8.8%
0.3
1,602
6.5%
1.0
1,373
5.5%
0.2
885
3.6%
1.1
746
3.0%
1.2
711
2.9%
0.1
551
2.2%
1.3
509
2.1%
0.0
304
1.2%
1.4
243
1.0%
SMALLEST VALUES
0.0
304
1.2%
0.1
551
2.2%
0.2
885
3.6%
0.3
1,602
6.5%
0.4
3,085
12.4%
0.5
2,387
9.6%
0.6
4,342
17.5%
0.7
2,185
8.8%
0.8
2,535
10.2%
0.9
2,284
9.2%
1.0
1,373
5.5%
1.1
746
3.0%
1.2
711
2.9%
1.3
509
2.1%
1.4
243
1.0%
LARGEST VALUES
19.7
1
<0.1%
15.9
1
<0.1%
14.4
1
<0.1%
13.0
1
<0.1%
9.3
1
<0.1%
8.4
1
<0.1%
7.7
1
<0.1%
7.6
1
<0.1%
7.5
1
<0.1%
7.3
1
<0.1%
7.0
1
<0.1%
6.9
1
<0.1%
6.8
1
<0.1%
6.3
2
<0.1%
6.2
3
<0.1%
lymphocyte_cnt
MISSING:
5,416
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
WBC
0.84
lymphocyte_pct
0.29
neutrophil_pct
-0.25
monocyte_cnt
0.22
eosinophil_cnt
0.18
HEIGHT
-0.15
platelets
0.14
AGE
-0.13
neutrophil_cnt
0.13
basophil_cnt
0.12
WEIGHT
-0.11
Insulin_basal
0.11
MCV
-0.10
HOMA_IR
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.17
sw_insulin
0.17
sw_asthma_ever
0.17
pulse_type
0.14
sw_drugs
0.05
sw_cannabis
0.05
sw_overweight
0.04
last_cannabis_time
0.04
sw_smoke_actual
0.04
sw_smoker_cat
0.04
sw_smoker
0.04
ETHNICITY
0.03
HOUSE_INDIV
0.02
FAMILY_SIZE
0.02
MOST FREQUENT VALUES
1.9
1,368
5.5%
2.0
1,340
5.4%
2.1
1,335
5.4%
1.8
1,316
5.3%
2.2
1,298
5.2%
2.3
1,282
5.2%
2.4
1,241
5.0%
1.7
1,181
4.8%
2.5
1,105
4.5%
2.6
1,033
4.2%
1.6
1,031
4.2%
2.7
906
3.7%
1.5
875
3.5%
2.8
836
3.4%
2.9
724
2.9%
SMALLEST VALUES
0.3
1
<0.1%
0.4
5
<0.1%
0.5
11
<0.1%
0.6
19
<0.1%
0.7
45
0.2%
0.8
62
0.3%
0.9
104
0.4%
1.0
183
0.7%
1.1
276
1.1%
1.2
402
1.6%
1.3
533
2.1%
1.4
707
2.9%
1.5
875
3.5%
1.6
1,031
4.2%
1.7
1,181
4.8%
LARGEST VALUES
358.8
1
<0.1%
49.0
1
<0.1%
40.7
1
<0.1%
33.0
1
<0.1%
15.5
1
<0.1%
14.0
1
<0.1%
12.9
1
<0.1%
12.0
1
<0.1%
10.9
1
<0.1%
10.8
1
<0.1%
10.6
1
<0.1%
10.4
2
<0.1%
10.0
2
<0.1%
9.9
2
<0.1%
9.8
2
<0.1%
monocyte_cnt
MISSING:
5,416
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
monocyte_pct
0.53
WBC
0.45
neutrophil_cnt
0.41
lymphocyte_cnt
0.22
basophil_cnt
0.20
eosinophil_cnt
0.20
platelets
0.19
BILIRUBIN
-0.12
pusle
0.11
TRIGLYCERIDS
0.11
HEIGHT
-0.11
IRON
-0.10
Insulin_basal
0.10
lymphocyte_pct
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.34
sw_asthma_ever
0.34
sw_insulin
0.34
pulse_type
0.26
sw_overweight
0.20
sw_drugs
0.18
sw_smoker_cat
0.18
sw_smoke_100
0.17
EDUCATION
0.17
MI
0.17
FAMILY_DIAB
0.17
CHF
0.17
RENAL
0.17
CAD
0.17
MOST FREQUENT VALUES
0.5
6,063
24.5%
0.4
5,274
21.3%
0.6
4,640
18.7%
0.7
2,730
11.0%
0.3
2,483
10.0%
0.8
1,535
6.2%
0.9
812
3.3%
0.2
417
1.7%
1.0
395
1.6%
1.1
178
0.7%
1.2
113
0.5%
1.3
50
0.2%
0.1
25
0.1%
1.4
23
<0.1%
1.5
18
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.1
25
0.1%
0.2
417
1.7%
0.3
2,483
10.0%
0.4
5,274
21.3%
0.5
6,063
24.5%
0.6
4,640
18.7%
0.7
2,730
11.0%
0.8
1,535
6.2%
0.9
812
3.3%
1.0
395
1.6%
1.1
178
0.7%
1.2
113
0.5%
1.3
50
0.2%
1.4
23
<0.1%
LARGEST VALUES
3.8
1
<0.1%
3.6
1
<0.1%
3.4
1
<0.1%
2.9
2
<0.1%
2.8
1
<0.1%
2.6
1
<0.1%
2.5
1
<0.1%
2.4
1
<0.1%
2.2
1
<0.1%
2.0
1
<0.1%
1.9
3
<0.1%
1.8
5
<0.1%
1.7
9
<0.1%
1.6
12
<0.1%
1.5
18
<0.1%
neutrophil_cnt
MISSING:
5,416
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
neutrophil_pct
0.70
WBC
0.64
lymphocyte_pct
-0.64
monocyte_cnt
0.41
monocyte_pct
-0.36
WAIST_CIRC
0.28
WEIGHT
0.26
BMI
0.26
basophil_cnt
0.23
TRIGLYCERIDS
0.20
eosinophil_pct
-0.20
pusle
0.17
Insulin_basal
0.17
HOMA_IR
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
0.35
sw_smoker_cat
0.33
sw_diab
0.33
sw_smoke_100
0.32
sw_insulin
0.32
sw_asthma_ever
0.32
sw_drugs
0.31
EDUCATION
0.31
FAMILY_DIAB
0.31
MI
0.31
RENAL
0.31
CAD
0.31
STROKE
0.31
sw_malignancy
0.31
MOST FREQUENT VALUES
3.0
682
2.8%
3.4
672
2.7%
3.2
670
2.7%
3.6
664
2.7%
4.0
652
2.6%
3.7
648
2.6%
3.3
644
2.6%
3.1
640
2.6%
3.5
640
2.6%
3.8
630
2.5%
3.9
630
2.5%
2.8
614
2.5%
2.9
614
2.5%
4.1
611
2.5%
2.7
602
2.4%
SMALLEST VALUES
0.2
3
<0.1%
0.3
2
<0.1%
0.4
3
<0.1%
0.5
4
<0.1%
0.6
2
<0.1%
0.7
3
<0.1%
0.8
13
<0.1%
0.9
37
0.1%
1.0
38
0.2%
1.1
49
0.2%
1.2
77
0.3%
1.3
89
0.4%
1.4
147
0.6%
1.5
161
0.6%
1.6
187
0.8%
LARGEST VALUES
35.2
1
<0.1%
22.4
1
<0.1%
19.4
1
<0.1%
18.5
1
<0.1%
16.6
3
<0.1%
15.8
1
<0.1%
15.6
1
<0.1%
15.5
3
<0.1%
15.4
1
<0.1%
15.3
1
<0.1%
15.2
1
<0.1%
15.0
1
<0.1%
14.7
1
<0.1%
14.4
2
<0.1%
14.1
1
<0.1%
eosinophil_cnt
MISSING:
5,416
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
eosinophil_pct
0.88
WBC
0.24
monocyte_cnt
0.20
lymphocyte_cnt
0.18
basophil_cnt
0.17
neutrophil_pct
-0.17
platelets
0.13
HEIGHT
-0.11
TRIGLYCERIDS
0.09
neutrophil_cnt
0.09
URIC_ACID
0.09
Insulin_basal
0.07
basophil_pct
0.07
ALBUMIN
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_asthma_ever
0.21
sw_diab
0.20
sw_insulin
0.20
pulse_type
0.15
sw_drugs
0.08
sw_smoker_cat
0.08
sw_smoke_100
0.07
sw_smoke_actual
0.07
sw_overweight
0.07
sw_smoker
0.07
EDUCATION
0.07
RENAL
0.07
FAMILY_DIAB
0.07
MI
0.07
MOST FREQUENT VALUES
0.1
10,551
42.5%
0.2
6,869
27.7%
0.3
2,956
11.9%
0.0
1,486
6.0%
0.4
1,321
5.3%
0.5
713
2.9%
0.6
338
1.4%
0.7
198
0.8%
0.8
114
0.5%
0.9
76
0.3%
1.0
48
0.2%
1.2
29
0.1%
1.1
25
0.1%
1.6
18
<0.1%
1.4
13
<0.1%
SMALLEST VALUES
0.0
1,486
6.0%
0.1
10,551
42.5%
0.2
6,869
27.7%
0.3
2,956
11.9%
0.4
1,321
5.3%
0.5
713
2.9%
0.6
338
1.4%
0.7
198
0.8%
0.8
114
0.5%
0.9
76
0.3%
1.0
48
0.2%
1.1
25
0.1%
1.2
29
0.1%
1.3
13
<0.1%
1.4
13
<0.1%
LARGEST VALUES
3.2
1
<0.1%
3.1
1
<0.1%
3.0
1
<0.1%
2.6
1
<0.1%
2.5
1
<0.1%
2.3
4
<0.1%
2.2
1
<0.1%
2.1
1
<0.1%
2.0
2
<0.1%
1.9
1
<0.1%
1.8
3
<0.1%
1.7
6
<0.1%
1.6
18
<0.1%
1.5
6
<0.1%
1.4
13
<0.1%
basophil_cnt
MISSING:
5,416
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
basophil_pct
0.74
WBC
0.24
neutrophil_cnt
0.23
monocyte_cnt
0.20
eosinophil_cnt
0.17
platelets
0.14
lymphocyte_cnt
0.12
TRIGLYCERIDS
0.11
BILIRUBIN
-0.09
monocyte_pct
-0.09
RDW
0.08
BMI
0.08
WAIST_CIRC
0.08
insulin_time
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.14
sw_smoker_cat
0.14
sw_asthma_ever
0.14
sw_insulin
0.14
sw_overweight
0.13
sw_smoke_100
0.13
FAMILY_DIAB
0.13
EDUCATION
0.13
RENAL
0.13
MI
0.13
CAD
0.12
sw_malignancy
0.12
CHF
0.12
STROKE
0.12
MOST FREQUENT VALUES
0.0
14,367
57.9%
0.1
9,983
40.3%
0.2
328
1.3%
0.3
74
0.3%
0.4
20
<0.1%
0.5
12
<0.1%
0.6
4
<0.1%
0.8
3
<0.1%
0.7
2
<0.1%
2.0
1
<0.1%
2.1
1
<0.1%
1.7
1
<0.1%
1.4
1
<0.1%
SMALLEST VALUES
0.0
14,367
57.9%
0.1
9,983
40.3%
0.2
328
1.3%
0.3
74
0.3%
0.4
20
<0.1%
0.5
12
<0.1%
0.6
4
<0.1%
0.7
2
<0.1%
0.8
3
<0.1%
1.4
1
<0.1%
1.7
1
<0.1%
2.0
1
<0.1%
2.1
1
<0.1%
LARGEST VALUES
2.1
1
<0.1%
2.0
1
<0.1%
1.7
1
<0.1%
1.4
1
<0.1%
0.8
3
<0.1%
0.7
2
<0.1%
0.6
4
<0.1%
0.5
12
<0.1%
0.4
20
<0.1%
0.3
74
0.3%
0.2
328
1.3%
0.1
9,983
40.3%
0.0
14,367
57.9%
RBC
MISSING:
5,366
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hematocrit
0.61
hemoglobin
0.49
MCH
-0.49
MCV
-0.48
MCHC
-0.24
PROTEIN
0.17
ALBUMIN
0.15
AGE
-0.14
pusle
0.14
CREATININE
-0.14
CALCIO
0.14
SEQN
0.12
Insulin_basal
0.12
BUN
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.44
sw_asthma_ever
0.44
sw_insulin
0.44
pulse_type
0.33
sw_drugs
0.31
sw_overweight
0.30
sw_diabrisk
0.27
sw_smoker_cat
0.27
sw_smoke_100
0.27
CAD
0.27
CHF
0.27
FAMILY_DIAB
0.27
RENAL
0.27
EDUCATION
0.27
MOST FREQUENT VALUES
4.47
387
1.6%
4.53
358
1.4%
4.39
347
1.4%
4.43
346
1.4%
4.36
336
1.4%
4.32
334
1.3%
4.64
323
1.3%
4.57
320
1.3%
4.28
311
1.3%
4.61
308
1.2%
4.45
300
1.2%
4.59
294
1.2%
4.49
290
1.2%
4.22
287
1.2%
4.68
280
1.1%
SMALLEST VALUES
2.49
1
<0.1%
2.53
1
<0.1%
2.56
1
<0.1%
2.61
1
<0.1%
2.63
1
<0.1%
2.66
1
<0.1%
2.69
1
<0.1%
2.73
1
<0.1%
2.76
1
<0.1%
2.77
1
<0.1%
2.78
1
<0.1%
2.79
2
<0.1%
2.81
1
<0.1%
2.83
1
<0.1%
2.84
1
<0.1%
LARGEST VALUES
7.9
1
<0.1%
7.55
1
<0.1%
7.04
1
<0.1%
6.67
1
<0.1%
6.59
1
<0.1%
6.51
1
<0.1%
6.5
1
<0.1%
6.44
1
<0.1%
6.42
1
<0.1%
6.38
1
<0.1%
6.37
1
<0.1%
6.36
1
<0.1%
6.35
1
<0.1%
6.34
1
<0.1%
6.33
1
<0.1%
hemoglobin
MISSING:
5,366
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hematocrit
0.94
MCH
0.51
RBC
0.49
MCV
0.47
RDW
-0.44
IRON
0.38
MCHC
0.36
ALBUMIN
0.27
CALCIO
0.21
INTERVIE_wgt
0.18
EXAM_wgt
0.18
BILIRUBIN
0.17
GLOBULIN
-0.16
CHOLESTEROL
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.44
sw_asthma_ever
0.44
sw_insulin
0.44
sw_overweight
0.34
sw_drugs
0.34
pulse_type
0.33
sw_smoker_cat
0.32
sw_smoke_100
0.32
CHF
0.31
EDUCATION
0.31
CAD
0.31
RENAL
0.31
FAMILY_DIAB
0.31
STROKE
0.31
MOST FREQUENT VALUES
13.1
1,202
4.8%
12.9
1,140
4.6%
13.9
971
3.9%
13.5
965
3.9%
13.3
954
3.8%
12.5
952
3.8%
13.4
923
3.7%
13.6
853
3.4%
12.7
837
3.4%
13.8
819
3.3%
13.7
815
3.3%
12.6
806
3.2%
14.1
771
3.1%
13.0
703
2.8%
12.4
664
2.7%
SMALLEST VALUES
6.1
3
<0.1%
6.2
1
<0.1%
6.4
3
<0.1%
6.5
1
<0.1%
6.7
1
<0.1%
6.8
2
<0.1%
6.9
2
<0.1%
7.0
3
<0.1%
7.1
3
<0.1%
7.2
1
<0.1%
7.3
2
<0.1%
7.4
1
<0.1%
7.5
2
<0.1%
7.6
6
<0.1%
7.8
2
<0.1%
LARGEST VALUES
19.6
1
<0.1%
19.1
1
<0.1%
18.5
1
<0.1%
18.3
1
<0.1%
17.9
2
<0.1%
17.8
2
<0.1%
17.7
2
<0.1%
17.5
3
<0.1%
17.4
1
<0.1%
17.3
1
<0.1%
17.2
4
<0.1%
17.1
3
<0.1%
17.0
7
<0.1%
16.9
2
<0.1%
16.8
7
<0.1%
hematocrit
MISSING:
5,366
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hemoglobin
0.94
RBC
0.61
MCV
0.40
MCH
0.33
IRON
0.33
RDW
-0.28
ALBUMIN
0.25
HEIGHT
0.19
CALCIO
0.19
AGE
0.19
INTERVIE_wgt
0.17
EXAM_wgt
0.17
WEIGHT
0.17
WAIST_CIRC
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.44
sw_asthma_ever
0.44
sw_insulin
0.44
sw_overweight
0.35
sw_drugs
0.34
pulse_type
0.33
sw_smoker_cat
0.32
sw_smoke_100
0.32
EDUCATION
0.32
CHF
0.32
CAD
0.32
RENAL
0.32
FAMILY_DIAB
0.32
STROKE
0.32
MOST FREQUENT VALUES
39.8
432
1.7%
38.3
427
1.7%
37.8
419
1.7%
38.8
390
1.6%
39.2
381
1.5%
40.3
371
1.5%
37.3
369
1.5%
36.7
359
1.4%
39.5
344
1.4%
39.0
343
1.4%
38.2
326
1.3%
39.3
324
1.3%
38.7
320
1.3%
39.7
319
1.3%
37.7
319
1.3%
SMALLEST VALUES
20.5
1
<0.1%
20.6
1
<0.1%
20.8
2
<0.1%
21.3
1
<0.1%
21.8
2
<0.1%
21.9
2
<0.1%
22.0
1
<0.1%
22.4
1
<0.1%
22.7
1
<0.1%
23.1
1
<0.1%
23.3
2
<0.1%
23.4
2
<0.1%
23.5
1
<0.1%
23.6
1
<0.1%
24.0
2
<0.1%
LARGEST VALUES
59.0
1
<0.1%
57.7
1
<0.1%
55.4
1
<0.1%
54.0
1
<0.1%
53.5
1
<0.1%
52.2
1
<0.1%
51.9
1
<0.1%
51.8
1
<0.1%
51.5
1
<0.1%
51.2
1
<0.1%
50.8
2
<0.1%
50.7
2
<0.1%
50.5
2
<0.1%
50.3
1
<0.1%
50.1
2
<0.1%
MCV
MISSING:
5,366
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MCH
0.94
RBC
-0.48
hemoglobin
0.47
RDW
-0.42
hematocrit
0.40
AGE
0.39
IRON
0.36
HEIGHT
0.31
MCHC
0.30
platelets
-0.30
lymphocyte_pct
-0.22
neutrophil_pct
0.21
GLOBULIN
-0.21
EXAM_wgt
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.44
sw_asthma_ever
0.44
sw_insulin
0.44
sw_overweight
0.38
sw_smoker_cat
0.35
sw_smoke_100
0.35
sw_drugs
0.35
EDUCATION
0.34
CAD
0.34
FAMILY_DIAB
0.34
CHF
0.34
sw_malignancy
0.34
MI
0.34
STROKE
0.34
MOST FREQUENT VALUES
88.2
235
0.9%
86.9
234
0.9%
87.8
231
0.9%
86.6
230
0.9%
88.9
225
0.9%
89.1
217
0.9%
86.4
217
0.9%
89.4
211
0.8%
87.6
208
0.8%
89.8
207
0.8%
88.6
206
0.8%
90.1
202
0.8%
91.6
198
0.8%
87.3
196
0.8%
84.4
196
0.8%
SMALLEST VALUES
35.4
1
<0.1%
50.5
1
<0.1%
50.8
2
<0.1%
51.0
1
<0.1%
51.6
1
<0.1%
53.6
1
<0.1%
54.0
1
<0.1%
54.9
1
<0.1%
55.0
1
<0.1%
55.4
1
<0.1%
55.7
1
<0.1%
56.2
1
<0.1%
56.3
2
<0.1%
56.5
1
<0.1%
57.0
1
<0.1%
LARGEST VALUES
125.3
1
<0.1%
118.1
1
<0.1%
116.8
1
<0.1%
116.5
1
<0.1%
115.3
1
<0.1%
114.6
1
<0.1%
113.8
1
<0.1%
113.1
1
<0.1%
112.2
1
<0.1%
111.8
1
<0.1%
111.0
1
<0.1%
110.3
1
<0.1%
110.1
1
<0.1%
109.6
1
<0.1%
108.6
1
<0.1%
MCH
MISSING:
5,366
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MCV
0.94
MCHC
0.60
RDW
-0.53
hemoglobin
0.51
RBC
-0.49
IRON
0.38
hematocrit
0.33
AGE
0.30
platelets
-0.26
HEIGHT
0.23
GLOBULIN
-0.23
BILIRUBIN
0.20
INTERVIE_wgt
0.20
EXAM_wgt
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.44
sw_asthma_ever
0.44
sw_insulin
0.44
sw_overweight
0.37
sw_drugs
0.34
sw_smoker_cat
0.34
sw_smoke_100
0.34
EDUCATION
0.34
CAD
0.34
CHF
0.34
FAMILY_DIAB
0.34
sw_malignancy
0.34
MI
0.34
STROKE
0.34
MOST FREQUENT VALUES
30.0
618
2.5%
29.5
583
2.3%
29.0
519
2.1%
29.8
515
2.1%
28.8
505
2.0%
30.3
501
2.0%
31.3
501
2.0%
29.2
496
2.0%
30.8
465
1.9%
30.5
452
1.8%
30.6
451
1.8%
30.2
442
1.8%
30.7
429
1.7%
31.5
421
1.7%
31.0
417
1.7%
SMALLEST VALUES
12.4
1
<0.1%
13.8
1
<0.1%
14.6
1
<0.1%
14.9
1
<0.1%
15.0
1
<0.1%
15.2
1
<0.1%
15.8
1
<0.1%
16.2
1
<0.1%
16.3
2
<0.1%
16.4
1
<0.1%
16.6
1
<0.1%
16.8
1
<0.1%
17.0
1
<0.1%
17.1
4
<0.1%
17.2
1
<0.1%
LARGEST VALUES
56.2
1
<0.1%
46.4
1
<0.1%
44.4
1
<0.1%
41.0
1
<0.1%
40.9
1
<0.1%
40.8
1
<0.1%
40.2
1
<0.1%
40.0
1
<0.1%
39.6
1
<0.1%
38.9
1
<0.1%
38.7
2
<0.1%
38.4
1
<0.1%
38.2
4
<0.1%
38.1
1
<0.1%
38.0
2
<0.1%
MCHC
MISSING:
5,352
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MCH
0.60
RDW
-0.53
SEQN
-0.38
hemoglobin
0.36
MCV
0.30
IRON
0.25
RBC
-0.24
BILIRUBIN
0.22
GLOBULIN
-0.17
MPV
-0.17
BMI
-0.17
WEIGHT
-0.16
WAIST_CIRC
-0.15
ALBUMIN
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.45
sw_asthma_ever
0.45
sw_insulin
0.44
pulse_type
0.34
sw_overweight
0.32
sw_drugs
0.32
sw_smoker_cat
0.29
sw_smoke_100
0.29
CAD
0.29
CHF
0.29
EDUCATION
0.29
FAMILY_DIAB
0.29
sw_malignancy
0.29
RENAL
0.29
MOST FREQUENT VALUES
33.8
1,260
5.1%
34.2
1,251
5.0%
33.3
1,053
4.2%
34.0
1,044
4.2%
33.7
960
3.9%
33.6
943
3.8%
34.8
939
3.8%
34.5
878
3.5%
34.3
860
3.5%
33.5
791
3.2%
33.9
783
3.1%
33.4
780
3.1%
34.7
750
3.0%
33.2
749
3.0%
34.1
745
3.0%
SMALLEST VALUES
25.1
1
<0.1%
25.2
1
<0.1%
27.1
1
<0.1%
27.7
1
<0.1%
27.9
1
<0.1%
28.0
1
<0.1%
28.2
1
<0.1%
28.5
1
<0.1%
28.6
1
<0.1%
28.7
2
<0.1%
28.8
1
<0.1%
28.9
3
<0.1%
29.0
3
<0.1%
29.1
1
<0.1%
29.2
2
<0.1%
LARGEST VALUES
44.9
1
<0.1%
43.5
1
<0.1%
43.3
1
<0.1%
41.7
1
<0.1%
40.9
1
<0.1%
40.3
1
<0.1%
40.2
1
<0.1%
39.2
1
<0.1%
38.7
2
<0.1%
38.5
1
<0.1%
38.0
1
<0.1%
37.9
1
<0.1%
37.6
1
<0.1%
37.5
1
<0.1%
37.4
2
<0.1%
RDW
MISSING:
5,366
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MCHC
-0.53
MCH
-0.53
hemoglobin
-0.44
MCV
-0.42
IRON
-0.33
hematocrit
-0.28
SEQN
0.28
BMI
0.25
WAIST_CIRC
0.24
ALBUMIN
-0.24
WEIGHT
0.22
GLOBULIN
0.20
BILIRUBIN
-0.19
AGE
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.44
sw_asthma_ever
0.43
sw_insulin
0.43
sw_overweight
0.35
sw_drugs
0.33
pulse_type
0.33
sw_smoker_cat
0.33
sw_smoke_100
0.33
FAMILY_DIAB
0.32
EDUCATION
0.32
CAD
0.32
MI
0.32
sw_malignancy
0.32
STROKE
0.32
MOST FREQUENT VALUES
12.9
1,324
5.3%
12.5
1,321
5.3%
13.1
1,204
4.8%
12.6
1,027
4.1%
12.7
1,001
4.0%
13.3
954
3.8%
13.0
948
3.8%
12.4
887
3.6%
13.5
845
3.4%
12.3
828
3.3%
13.4
821
3.3%
12.2
805
3.2%
12.8
729
2.9%
13.7
687
2.8%
13.6
679
2.7%
SMALLEST VALUES
9.7
1
<0.1%
10.8
8
<0.1%
10.9
9
<0.1%
11.0
33
0.1%
11.1
25
0.1%
11.2
53
0.2%
11.3
74
0.3%
11.4
195
0.8%
11.5
183
0.7%
11.6
387
1.6%
11.7
201
0.8%
11.8
401
1.6%
11.9
518
2.1%
12.0
633
2.5%
12.1
616
2.5%
LARGEST VALUES
37.8
1
<0.1%
31.8
1
<0.1%
30.8
1
<0.1%
30.6
2
<0.1%
29.8
1
<0.1%
29.2
1
<0.1%
29.1
1
<0.1%
28.8
1
<0.1%
28.2
1
<0.1%
26.6
1
<0.1%
26.1
1
<0.1%
26.0
3
<0.1%
25.8
1
<0.1%
25.6
1
<0.1%
25.2
1
<0.1%
platelets
MISSING:
5,367
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MPV
-0.49
MCV
-0.30
AGE
-0.28
MCH
-0.26
HEIGHT
-0.26
WBC
0.20
monocyte_cnt
0.19
pusle
0.19
GLOBULIN
0.18
IRON
-0.16
WEIGHT
-0.16
neutrophil_cnt
0.15
hemoglobin
-0.15
hematocrit
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_asthma_ever
0.38
sw_diab
0.38
sw_insulin
0.38
pulse_type
0.29
sw_drugs
0.22
sw_cannabis
0.20
sw_overweight
0.17
sw_diabrisk
0.15
sw_prediab
0.14
CHF
0.14
CAD
0.14
sw_smoker_cat
0.14
FAMILY_DIAB
0.14
sw_malignancy
0.14
MOST FREQUENT VALUES
235.0
193
0.8%
239.0
192
0.8%
260.0
189
0.8%
242.0
173
0.7%
248.0
173
0.7%
237.0
170
0.7%
226.0
170
0.7%
232.0
169
0.7%
258.0
166
0.7%
261.0
165
0.7%
256.0
164
0.7%
233.0
164
0.7%
264.0
164
0.7%
229.0
162
0.7%
241.0
161
0.6%
SMALLEST VALUES
11.0
1
<0.1%
13.0
1
<0.1%
18.0
1
<0.1%
22.0
1
<0.1%
27.0
1
<0.1%
36.0
1
<0.1%
39.0
1
<0.1%
41.0
1
<0.1%
47.0
1
<0.1%
49.0
1
<0.1%
53.0
1
<0.1%
54.0
1
<0.1%
57.0
3
<0.1%
61.0
1
<0.1%
63.0
3
<0.1%
LARGEST VALUES
1000.0
2
<0.1%
961.0
1
<0.1%
933.0
1
<0.1%
818.0
1
<0.1%
799.0
1
<0.1%
779.0
2
<0.1%
777.0
1
<0.1%
763.0
1
<0.1%
732.0
1
<0.1%
725.0
1
<0.1%
723.0
1
<0.1%
697.0
1
<0.1%
690.0
1
<0.1%
672.0
2
<0.1%
664.0
1
<0.1%
MPV
MISSING:
5,367
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
platelets
-0.49
HEIGHT
0.28
WEIGHT
0.28
WAIST_CIRC
0.24
BMI
0.21
AGE
0.20
SEQN
0.19
lymphocyte_pct
-0.18
neutrophil_pct
0.18
MCHC
-0.17
RDW
0.14
hematocrit
0.11
MCV
0.10
pusle
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
0.43
sw_asthma_ever
0.43
sw_insulin
0.43
sw_overweight
0.38
sw_drugs
0.36
sw_smoke_100
0.35
sw_smoker_cat
0.35
FAMILY_DIAB
0.34
sw_malignancy
0.34
EDUCATION
0.34
CAD
0.34
STROKE
0.34
RENAL
0.34
CHF
0.34
MOST FREQUENT VALUES
8.1
1,375
5.5%
7.6
1,324
5.3%
8.4
1,107
4.5%
7.9
1,098
4.4%
8.0
1,065
4.3%
7.8
1,043
4.2%
7.5
1,002
4.0%
8.2
998
4.0%
8.6
947
3.8%
7.1
943
3.8%
7.4
936
3.8%
7.3
871
3.5%
7.7
777
3.1%
6.9
773
3.1%
8.9
726
2.9%
SMALLEST VALUES
4.7
1
<0.1%
5.1
2
<0.1%
5.3
1
<0.1%
5.4
7
<0.1%
5.5
9
<0.1%
5.6
18
<0.1%
5.7
15
<0.1%
5.8
25
0.1%
5.9
47
0.2%
6.0
41
0.2%
6.1
100
0.4%
6.2
84
0.3%
6.3
165
0.7%
6.4
269
1.1%
6.5
160
0.6%
LARGEST VALUES
15.1
1
<0.1%
13.6
1
<0.1%
13.5
1
<0.1%
13.3
2
<0.1%
13.0
1
<0.1%
12.9
1
<0.1%
12.5
3
<0.1%
12.4
2
<0.1%
12.3
6
<0.1%
12.2
4
<0.1%
12.1
2
<0.1%
12.0
4
<0.1%
11.9
7
<0.1%
11.8
8
<0.1%
11.7
3
<0.1%
sw_diab
MISSING:
1,239
(4%)
TOP CATEGORIES
2.0
26,207
90%
1.0
2,293
8%
3.0
457
2%
9.0
16
<1%
7.0
1
<1%
ALL
28,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_diab
PROVIDES INFORMATION ON...
GENDER
1.00
diab_retinopathy
0.85
sw_insulin
0.82
sw_oral_antidiab
0.52
insulin_period
0.47
sw_asthma_ever
0.29
sw_prediab
0.18
sw_diabrisk
0.15
CHF
0.11
CAD
0.10
MI
0.10
RENAL
0.10
STROKE
0.10
sw_malignancy
0.09

THESE FEATURES
GIVE INFORMATION
ON sw_diab:
diab_retinopathy
0.51
sw_oral_antidiab
0.48
sw_insulin
0.44
sw_asthma_ever
0.33
sw_prediab
0.29
sw_diabrisk
0.28
sw_overweight
0.18
FAMILY_DIAB
0.17
EDUCATION
0.15
CHF
0.15
RENAL
0.15
CAD
0.15
MI
0.15
STROKE
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diab
CORRELATION RATIO WITH...
HEIGHT
0.53
BMI
0.46
diab_age
0.46
MCHC
0.45
MCV
0.44
hematocrit
0.44
MCH
0.44
RBC
0.44
hemoglobin
0.44
RDW
0.44
MPV
0.43
GLUCOSE
0.43
AGE
0.42
WAIST_CIRC
0.42
diab_age
MISSING:
27,924
(92%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
insulin_time
0.24
AGE
0.15
age_first_smoke
0.13
SBP_first
0.07
BUN
0.07
CREATININE
0.07
MCV
0.06
HEIGHT
-0.06
Glucose_basal
0.05
monocyte_pct
0.05
MCH
0.05
DBP_first
0.05
lymphocyte_cnt
-0.05
FAM_INCOME
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diab_retinopathy
0.46
sw_diab
0.46
sw_oral_antidiab
0.39
sw_insulin
0.22
sw_diabrisk
0.18
sw_prediab
0.17
insulin_period
0.17
EDUCATION
0.15
CHF
0.14
RENAL
0.14
CAD
0.13
FAMILY_DIAB
0.13
MI
0.13
sw_overweight
0.12
MOST FREQUENT VALUES
50.0
142
6.2%
40.0
105
4.6%
60.0
104
4.5%
55.0
99
4.3%
45.0
89
3.9%
30.0
63
2.8%
65.0
55
2.4%
58.0
53
2.3%
35.0
51
2.2%
54.0
50
2.2%
52.0
50
2.2%
56.0
48
2.1%
70.0
48
2.1%
48.0
47
2.1%
62.0
47
2.1%
SMALLEST VALUES
1.0
1
<0.1%
2.0
5
0.2%
3.0
4
0.2%
4.0
7
0.3%
5.0
1
<0.1%
6.0
5
0.2%
7.0
5
0.2%
8.0
3
0.1%
9.0
10
0.4%
10.0
8
0.3%
11.0
6
0.3%
12.0
6
0.3%
13.0
8
0.3%
14.0
3
0.1%
15.0
1
<0.1%
LARGEST VALUES
999.0
34
1.5%
666.0
7
0.3%
80.0
29
1.3%
79.0
3
0.1%
78.0
9
0.4%
77.0
5
0.2%
76.0
10
0.4%
75.0
19
0.8%
74.0
14
0.6%
73.0
15
0.7%
72.0
20
0.9%
71.0
16
0.7%
70.0
48
2.1%
69.0
17
0.7%
68.0
33
1.4%
sw_prediab
MISSING:
11,216
(37%)
TOP CATEGORIES
2.0
17,697
93%
1.0
1,264
7%
9.0
36
<1%
ALL
18,997
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_prediab
PROVIDES INFORMATION ON...
GENDER
1.00
sw_diabrisk
0.65
sw_oral_antidiab
0.42
sw_diab
0.29
diab_retinopathy
0.26
sw_overweight
0.24
sw_insulin
0.23
CHF
0.22
MI
0.22
CAD
0.22
RENAL
0.22
STROKE
0.21
sw_malignancy
0.19
sw_smoke_100
0.17

THESE FEATURES
GIVE INFORMATION
ON sw_prediab:
sw_diabrisk
0.74
sw_overweight
0.32
sw_oral_antidiab
0.25
sw_smoker_cat
0.22
sw_smoke_100
0.22
FAMILY_DIAB
0.22
CHF
0.21
EDUCATION
0.21
RENAL
0.21
MI
0.20
CAD
0.20
STROKE
0.20
sw_malignancy
0.20
sw_diab
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_prediab
CORRELATION RATIO WITH...
ALBUMIN
0.68
PROTEIN
0.68
CALCIO
0.67
PHOSPHORUS
0.66
GLOBULIN
0.65
CHOLESTEROL
0.64
URIC_ACID
0.58
HbA1c
0.57
IRON
0.57
BILIRUBIN
0.55
DBP_second
0.53
SBP_second
0.52
WEIGHT
0.50
DBP_first
0.50
sw_diabrisk
MISSING:
10,777
(36%)
TOP CATEGORIES
2.0
16,381
84%
1.0
2,987
15%
9.0
68
<1%
ALL
19,436
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_diabrisk
PROVIDES INFORMATION ON...
GENDER
1.00
sw_prediab
0.74
sw_diab
0.28
diab_retinopathy
0.27
sw_overweight
0.26
CHF
0.24
CAD
0.24
MI
0.24
sw_insulin
0.24
RENAL
0.24
STROKE
0.23
sw_malignancy
0.20
FAMILY_DIAB
0.20
sw_smoke_100
0.18

THESE FEATURES
GIVE INFORMATION
ON sw_diabrisk:
sw_prediab
0.65
sw_overweight
0.30
FAMILY_DIAB
0.24
sw_smoker_cat
0.21
sw_smoke_100
0.21
EDUCATION
0.20
CHF
0.19
RENAL
0.19
CAD
0.19
MI
0.19
STROKE
0.19
sw_malignancy
0.19
sw_diab
0.15
sw_drugs
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_diabrisk
CORRELATION RATIO WITH...
ALBUMIN
0.70
CALCIO
0.70
PROTEIN
0.70
PHOSPHORUS
0.68
GLOBULIN
0.67
CHOLESTEROL
0.66
URIC_ACID
0.60
HbA1c
0.60
IRON
0.58
BILIRUBIN
0.57
DBP_second
0.55
SBP_second
0.53
WEIGHT
0.53
DBP_first
0.52
sw_insulin
MISSING:
1,239
(4%)
TOP CATEGORIES
2.0
28,316
98%
1.0
653
2%
9.0
3
<1%
7.0
2
<1%
ALL
28,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_insulin
PROVIDES INFORMATION ON...
GENDER
1.00
insulin_period
0.82
sw_diab
0.44
sw_asthma_ever
0.29
diab_retinopathy
0.18
sw_oral_antidiab
0.10
sw_prediab
0.08
sw_diabrisk
0.07
DIALYSIS
0.07
CHF
0.07
RENAL
0.06
CAD
0.06
MI
0.06
STROKE
0.06

THESE FEATURES
GIVE INFORMATION
ON sw_insulin:
sw_diab
0.82
sw_asthma_ever
0.62
insulin_period
0.28
sw_diabrisk
0.24
sw_prediab
0.23
diab_retinopathy
0.21
sw_overweight
0.20
FAMILY_DIAB
0.18
RENAL
0.18
CHF
0.18
CAD
0.18
sw_oral_antidiab
0.17
sw_smoker_cat
0.17
MI
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_insulin
CORRELATION RATIO WITH...
HEIGHT
0.53
MCHC
0.44
MCV
0.44
hematocrit
0.44
MCH
0.44
RBC
0.44
hemoglobin
0.44
RDW
0.43
MPV
0.43
BMI
0.42
WAIST_CIRC
0.40
neutrophil_pct
0.40
platelets
0.38
monocyte_pct
0.36
sw_oral_antidiab
MISSING:
26,200
(87%)
TOP CATEGORIES
2.0
2,196
55%
1.0
1,809
45%
9.0
7
<1%
7.0
1
<1%
ALL
4,013
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_oral_antidiab
PROVIDES INFORMATION ON...
GENDER
1.00
diab_retinopathy
0.66
sw_diab
0.48
insulin_period
0.37
sw_prediab
0.25
sw_insulin
0.17
CHF
0.08
MI
0.08
CAD
0.08
RENAL
0.08
DIALYSIS
0.08
STROKE
0.08
sw_malignancy
0.07
sw_overweight
0.07

THESE FEATURES
GIVE INFORMATION
ON sw_oral_antidiab:
sw_diab
0.52
sw_prediab
0.42
diab_retinopathy
0.42
sw_overweight
0.15
FAMILY_DIAB
0.15
CHF
0.13
EDUCATION
0.13
RENAL
0.13
MI
0.13
CAD
0.13
STROKE
0.13
sw_malignancy
0.12
sw_smoker_cat
0.12
sw_diabrisk
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_oral_antidiab
CORRELATION RATIO WITH...
diab_age
0.39
AGE
0.39
GLUCOSE
0.39
HbA1c
0.35
BUN
0.29
WEIGHT
0.28
BMI
0.28
URIC_ACID
0.27
TRIGLYCERIDS
0.26
CREATININE
0.24
DBP_first
0.22
GLOBULIN
0.22
WAIST_CIRC
0.22
Glucose_basal
0.21
diab_retinopathy
MISSING:
27,942
(92%)
TOP CATEGORIES
2.0
1,782
78%
1.0
458
20%
9.0
31
1%
ALL
2,271
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
diab_retinopathy
PROVIDES INFORMATION ON...
GENDER
1.00
sw_diab
0.51
insulin_period
0.47
sw_oral_antidiab
0.42
sw_insulin
0.21
sw_prediab
0.10
DIALYSIS
0.09
sw_diabrisk
0.09
CHF
0.06
RENAL
0.06
CAD
0.06
MI
0.05
STROKE
0.05
sw_malignancy
0.04

THESE FEATURES
GIVE INFORMATION
ON diab_retinopathy:
sw_diab
0.85
sw_oral_antidiab
0.66
sw_diabrisk
0.27
sw_prediab
0.26
sw_insulin
0.18
FAMILY_DIAB
0.16
sw_overweight
0.14
insulin_period
0.14
CHF
0.14
EDUCATION
0.14
RENAL
0.14
CAD
0.14
MI
0.13
STROKE
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diab_retinopathy
CORRELATION RATIO WITH...
diab_age
0.46
GLUCOSE
0.36
AGE
0.33
HbA1c
0.31
BUN
0.25
TRIGLYCERIDS
0.22
CREATININE
0.21
WEIGHT
0.20
BMI
0.20
URIC_ACID
0.20
Glucose_basal
0.18
DBP_first
0.17
GLOBULIN
0.16
SBP_first
0.16
insulin_time
MISSING:
29,668
(98%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diab_age
0.24
FAM_INCOME
0.16
basophil_cnt
-0.07
platelets
-0.07
Glucose_basal
-0.07
RDW
-0.06
SBP_second
-0.06
EXAM_wgt
-0.05
TRIGLYCERIDS
-0.05
eosinophil_pct
-0.05
AGE
0.05
age_first
0.04
INTERVIE_wgt
-0.04
GLOBULIN
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_insulin
0.21
diab_retinopathy
0.12
sw_diab
0.10
sw_oral_antidiab
0.08
insulin_period
0.07
MI
0.07
CHF
0.05
FAMILY_DIAB
0.05
RENAL
0.04
sw_prediab
0.04
sw_diabrisk
0.04
DIALYSIS
0.03
STROKE
0.03
CAD
0.03
MOST FREQUENT VALUES
1.0
55
10.1%
3.0
55
10.1%
10.0
49
9.0%
5.0
47
8.6%
2.0
46
8.4%
6.0
27
5.0%
20.0
27
5.0%
4.0
26
4.8%
8.0
26
4.8%
15.0
25
4.6%
7.0
16
2.9%
9.0
13
2.4%
30.0
12
2.2%
18.0
12
2.2%
14.0
9
1.7%
SMALLEST VALUES
1.0
55
10.1%
2.0
46
8.4%
3.0
55
10.1%
4.0
26
4.8%
5.0
47
8.6%
6.0
27
5.0%
7.0
16
2.9%
8.0
26
4.8%
9.0
13
2.4%
10.0
49
9.0%
11.0
8
1.5%
12.0
7
1.3%
13.0
6
1.1%
14.0
9
1.7%
15.0
25
4.6%
LARGEST VALUES
999.0
6
1.1%
666.0
8
1.5%
50.0
1
0.2%
44.0
1
0.2%
43.0
1
0.2%
41.0
1
0.2%
40.0
4
0.7%
39.0
1
0.2%
38.0
1
0.2%
36.0
2
0.4%
35.0
2
0.4%
34.0
2
0.4%
33.0
2
0.4%
32.0
2
0.4%
31.0
1
0.2%
insulin_period
MISSING:
29,682
(98%)
TOP CATEGORIES
2.0
465
88%
1.0
66
12%
ALL
531
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
insulin_period
PROVIDES INFORMATION ON...
GENDER
1.00
sw_insulin
0.28
diab_retinopathy
0.14
sw_diab
0.09
sw_oral_antidiab
0.07
DIALYSIS
0.05
sw_prediab
0.02
sw_diabrisk
0.02
RENAL
0.01
CHF
0.01
CAD
0.01
MI
0.01
STROKE
0.01
FAMILY_DIAB
0.01

THESE FEATURES
GIVE INFORMATION
ON insulin_period:
sw_insulin
0.82
sw_diab
0.47
diab_retinopathy
0.47
sw_oral_antidiab
0.37
sw_diabrisk
0.18
sw_prediab
0.17
FAMILY_DIAB
0.11
RENAL
0.11
CHF
0.10
sw_overweight
0.10
CAD
0.10
MI
0.10
EDUCATION
0.09
STROKE
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
insulin_period
CORRELATION RATIO WITH...
GLUCOSE
0.23
HbA1c
0.19
diab_age
0.17
BUN
0.16
AGE
0.15
HOMA_IR
0.14
CREATININE
0.14
TRIGLYCERIDS
0.12
Glucose_basal
0.10
WEIGHT
0.10
BMI
0.10
URIC_ACID
0.10
Insulin_basal
0.09
DBP_first
0.08
CAD
MISSING:
12,307
(41%)
TOP CATEGORIES
2.0
17,381
97%
1.0
475
3%
9.0
50
<1%
ALL
17,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CAD
PROVIDES INFORMATION ON...
GENDER
1.00
MI
0.91
CHF
0.90
RENAL
0.88
STROKE
0.87
sw_malignancy
0.78
FAMILY_DIAB
0.60
sw_smoke_100
0.57
sw_smoker_cat
0.51
sw_overweight
0.44
EDUCATION
0.42
sw_drugs
0.28
sw_prediab
0.20
sw_diabrisk
0.19

THESE FEATURES
GIVE INFORMATION
ON CAD:
MI
0.91
CHF
0.90
STROKE
0.89
RENAL
0.89
EDUCATION
0.89
sw_malignancy
0.89
FAMILY_DIAB
0.89
sw_smoker_cat
0.80
sw_smoke_100
0.80
sw_overweight
0.63
sw_drugs
0.31
sw_diabrisk
0.24
sw_prediab
0.22
sw_cannabis
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CAD
CORRELATION RATIO WITH...
AGE
0.83
CHOLESTEROL
0.68
HbA1c
0.67
CALCIO
0.65
PROTEIN
0.64
GLOBULIN
0.64
URIC_ACID
0.63
ALBUMIN
0.63
GLUCOSE
0.61
PHOSPHORUS
0.60
BUN
0.60
WEIGHT
0.60
CREATININE
0.57
DBP_first
0.55
CHF
MISSING:
12,307
(41%)
TOP CATEGORIES
2.0
17,345
97%
1.0
530
3%
9.0
31
<1%
ALL
17,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CHF
PROVIDES INFORMATION ON...
GENDER
1.00
MI
0.91
CAD
0.90
RENAL
0.88
STROKE
0.87
sw_malignancy
0.78
FAMILY_DIAB
0.60
sw_smoke_100
0.57
sw_smoker_cat
0.51
sw_overweight
0.44
EDUCATION
0.42
sw_drugs
0.28
sw_prediab
0.21
sw_diabrisk
0.19

THESE FEATURES
GIVE INFORMATION
ON CHF:
MI
0.90
CAD
0.90
RENAL
0.89
STROKE
0.89
EDUCATION
0.89
sw_malignancy
0.89
FAMILY_DIAB
0.89
sw_smoker_cat
0.80
sw_smoke_100
0.80
sw_overweight
0.63
sw_drugs
0.31
sw_diabrisk
0.24
sw_prediab
0.22
sw_cannabis
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CHF
CORRELATION RATIO WITH...
AGE
0.83
CHOLESTEROL
0.68
HbA1c
0.67
CALCIO
0.65
PROTEIN
0.64
GLOBULIN
0.64
URIC_ACID
0.63
ALBUMIN
0.63
GLUCOSE
0.61
BUN
0.60
PHOSPHORUS
0.60
WEIGHT
0.59
CREATININE
0.57
DBP_first
0.55
MI
MISSING:
12,307
(41%)
TOP CATEGORIES
2.0
17,366
97%
1.0
513
3%
9.0
27
<1%
ALL
17,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
MI
PROVIDES INFORMATION ON...
GENDER
1.00
CAD
0.91
CHF
0.90
RENAL
0.88
STROKE
0.87
sw_malignancy
0.78
FAMILY_DIAB
0.60
sw_smoke_100
0.57
sw_smoker_cat
0.51
sw_overweight
0.44
EDUCATION
0.42
sw_drugs
0.28
sw_prediab
0.20
sw_diabrisk
0.19

THESE FEATURES
GIVE INFORMATION
ON MI:
CAD
0.91
CHF
0.91
STROKE
0.90
RENAL
0.89
sw_malignancy
0.89
EDUCATION
0.89
FAMILY_DIAB
0.89
sw_smoker_cat
0.80
sw_smoke_100
0.80
sw_overweight
0.63
sw_drugs
0.31
sw_diabrisk
0.24
sw_prediab
0.22
sw_cannabis
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MI
CORRELATION RATIO WITH...
AGE
0.83
CHOLESTEROL
0.68
HbA1c
0.67
CALCIO
0.65
PROTEIN
0.64
GLOBULIN
0.64
URIC_ACID
0.63
ALBUMIN
0.63
GLUCOSE
0.61
BUN
0.60
PHOSPHORUS
0.60
WEIGHT
0.59
CREATININE
0.57
DBP_first
0.55
STROKE
MISSING:
12,307
(41%)
TOP CATEGORIES
2.0
17,168
96%
1.0
716
4%
9.0
22
<1%
ALL
17,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
STROKE
PROVIDES INFORMATION ON...
GENDER
1.00
MI
0.90
CAD
0.89
CHF
0.89
RENAL
0.88
sw_malignancy
0.78
FAMILY_DIAB
0.60
sw_smoke_100
0.57
sw_smoker_cat
0.51
sw_overweight
0.44
EDUCATION
0.42
sw_drugs
0.28
sw_prediab
0.20
sw_diabrisk
0.19

THESE FEATURES
GIVE INFORMATION
ON STROKE:
MI
0.87
CHF
0.87
CAD
0.87
RENAL
0.87
sw_malignancy
0.87
EDUCATION
0.87
FAMILY_DIAB
0.87
sw_smoker_cat
0.78
sw_smoke_100
0.78
sw_overweight
0.61
sw_drugs
0.30
sw_diabrisk
0.23
sw_prediab
0.21
sw_cannabis
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
STROKE
CORRELATION RATIO WITH...
AGE
0.83
CHOLESTEROL
0.68
HbA1c
0.67
CALCIO
0.65
PROTEIN
0.64
GLOBULIN
0.64
URIC_ACID
0.63
ALBUMIN
0.63
GLUCOSE
0.61
BUN
0.60
PHOSPHORUS
0.60
WEIGHT
0.59
CREATININE
0.57
DBP_first
0.55
FAMILY_DIAB
MISSING:
12,307
(41%)
TOP CATEGORIES
2.0
9,775
55%
1.0
7,810
44%
9.0
318
2%
7.0
3
<1%
ALL
17,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
FAMILY_DIAB
PROVIDES INFORMATION ON...
GENDER
1.00
MI
0.89
CAD
0.89
CHF
0.89
RENAL
0.88
STROKE
0.87
sw_malignancy
0.78
sw_smoke_100
0.57
sw_smoker_cat
0.51
sw_overweight
0.45
EDUCATION
0.42
sw_drugs
0.28
sw_diabrisk
0.24
sw_prediab
0.22

THESE FEATURES
GIVE INFORMATION
ON FAMILY_DIAB:
EDUCATION
0.60
CHF
0.60
MI
0.60
RENAL
0.60
CAD
0.60
STROKE
0.60
sw_malignancy
0.60
sw_smoker_cat
0.54
sw_smoke_100
0.54
sw_overweight
0.43
sw_drugs
0.21
sw_diabrisk
0.20
sw_prediab
0.16
sw_cannabis
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FAMILY_DIAB
CORRELATION RATIO WITH...
AGE
0.82
CHOLESTEROL
0.68
HbA1c
0.68
CALCIO
0.65
PROTEIN
0.64
GLOBULIN
0.64
URIC_ACID
0.63
ALBUMIN
0.63
GLUCOSE
0.61
WEIGHT
0.60
PHOSPHORUS
0.60
BUN
0.59
CREATININE
0.57
DBP_first
0.55
sw_asthma_ever
MISSING:
1,239
(4%)
TOP CATEGORIES
2.0
24,522
85%
1.0
4,426
15%
9.0
24
<1%
7.0
2
<1%
ALL
28,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_asthma_ever
PROVIDES INFORMATION ON...
GENDER
1.00
sw_insulin
0.62
sw_diab
0.33
MI
0.05
sw_prediab
0.05
CHF
0.05
CAD
0.05
RENAL
0.05
STROKE
0.05
sw_diabrisk
0.05
sw_overweight
0.05
sw_malignancy
0.04
sw_smoke_100
0.04
sw_smoker_cat
0.04

THESE FEATURES
GIVE INFORMATION
ON sw_asthma_ever:
sw_diab
0.29
sw_insulin
0.29
sw_overweight
0.09
sw_diabrisk
0.08
sw_smoker_cat
0.07
sw_smoke_100
0.07
sw_prediab
0.07
FAMILY_DIAB
0.07
MI
0.07
EDUCATION
0.07
CHF
0.07
STROKE
0.07
RENAL
0.07
sw_malignancy
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_asthma_ever
CORRELATION RATIO WITH...
HEIGHT
0.53
MCHC
0.45
MCV
0.44
hematocrit
0.44
MCH
0.44
RBC
0.44
hemoglobin
0.44
RDW
0.43
MPV
0.43
BMI
0.43
WAIST_CIRC
0.41
neutrophil_pct
0.40
platelets
0.38
monocyte_pct
0.37
sw_overweight
MISSING:
10,441
(35%)
TOP CATEGORIES
2.0
12,298
62%
1.0
7,461
38%
9.0
13
<1%
ALL
19,772
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_overweight
PROVIDES INFORMATION ON...
GENDER
1.00
MI
0.63
CAD
0.63
CHF
0.63
RENAL
0.62
STROKE
0.61
sw_malignancy
0.55
sw_smoke_100
0.48
FAMILY_DIAB
0.43
sw_smoker_cat
0.42
sw_drugs
0.32
sw_prediab
0.32
EDUCATION
0.30
sw_diabrisk
0.30

THESE FEATURES
GIVE INFORMATION
ON sw_overweight:
sw_smoker_cat
0.47
sw_smoke_100
0.47
FAMILY_DIAB
0.45
RENAL
0.44
EDUCATION
0.44
CHF
0.44
MI
0.44
CAD
0.44
STROKE
0.44
sw_malignancy
0.44
sw_diabrisk
0.26
sw_drugs
0.25
sw_prediab
0.24
sw_cannabis
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_overweight
CORRELATION RATIO WITH...
AGE
0.77
HbA1c
0.74
CALCIO
0.73
PROTEIN
0.73
CHOLESTEROL
0.73
GLOBULIN
0.73
ALBUMIN
0.72
WEIGHT
0.70
URIC_ACID
0.70
PHOSPHORUS
0.69
GLUCOSE
0.66
BMI
0.63
BUN
0.63
CREATININE
0.62
sw_malignancy
MISSING:
12,307
(41%)
TOP CATEGORIES
2.0
16,118
90%
1.0
1,773
10%
9.0
15
<1%
ALL
17,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sw_malignancy
PROVIDES INFORMATION ON...
GENDER
1.00
MI
0.89
CAD
0.89
CHF
0.89
RENAL
0.88
STROKE
0.87
FAMILY_DIAB
0.60
sw_smoke_100
0.57
sw_smoker_cat
0.51
sw_overweight
0.44
EDUCATION
0.42
sw_drugs
0.28
sw_prediab
0.20
sw_diabrisk
0.19

THESE FEATURES
GIVE INFORMATION
ON sw_malignancy:
MI
0.78
STROKE
0.78
CHF
0.78
CAD
0.78
RENAL
0.78
FAMILY_DIAB
0.78
EDUCATION
0.78
sw_smoker_cat
0.70
sw_smoke_100
0.70
sw_overweight
0.55
sw_drugs
0.27
sw_diabrisk
0.20
sw_prediab
0.19
sw_cannabis
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sw_malignancy
CORRELATION RATIO WITH...
AGE
0.83
CHOLESTEROL
0.68
HbA1c
0.67
CALCIO
0.65
PROTEIN
0.64
GLOBULIN
0.64
URIC_ACID
0.63
ALBUMIN
0.63
GLUCOSE
0.61
PHOSPHORUS
0.60
BUN
0.60
WEIGHT
0.59
CREATININE
0.57
DBP_first
0.55
RENAL
MISSING:
12,306
(41%)
TOP CATEGORIES
2.0
17,267
96%
1.0
611
3%
9.0
29
<1%
ALL
17,907
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RENAL
PROVIDES INFORMATION ON...
GENDER
1.00
DIALYSIS
0.94
MI
0.89
CHF
0.89
CAD
0.89
STROKE
0.87
sw_malignancy
0.78
FAMILY_DIAB
0.60
sw_smoke_100
0.57
sw_smoker_cat
0.50
sw_overweight
0.44
EDUCATION
0.42
sw_drugs
0.28
sw_prediab
0.21

THESE FEATURES
GIVE INFORMATION
ON RENAL:
CHF
0.88
MI
0.88
CAD
0.88
STROKE
0.88
EDUCATION
0.88
sw_malignancy
0.88
FAMILY_DIAB
0.88
sw_smoker_cat
0.79
sw_smoke_100
0.79
sw_overweight
0.62
sw_drugs
0.30
sw_diabrisk
0.24
sw_prediab
0.22
sw_cannabis
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RENAL
CORRELATION RATIO WITH...
AGE
0.82
CHOLESTEROL
0.68
HbA1c
0.67
CALCIO
0.65
PROTEIN
0.64
GLOBULIN
0.64
URIC_ACID
0.63
ALBUMIN
0.63
BUN
0.61
GLUCOSE
0.61
CREATININE
0.60
PHOSPHORUS
0.60
WEIGHT
0.59
DBP_first
0.55
DIALYSIS
MISSING:
12,306
(41%)
TOP CATEGORIES
0.0
17,296
97%
2.0
555
3%
1.0
56
<1%
ALL
17,907
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DIALYSIS
PROVIDES INFORMATION ON...
GENDER
1.00
RENAL
0.13
insulin_period
0.05
diab_retinopathy
0.03
sw_insulin
0.02
CHF
0.02
MI
0.02
sw_diab
0.02
sw_oral_antidiab
0.02
CAD
0.02
STROKE
0.02
sw_malignancy
0.01
FAMILY_DIAB
0.01
sw_smoke_100
0.01

THESE FEATURES
GIVE INFORMATION
ON DIALYSIS:
RENAL
0.94
CHF
0.15
MI
0.13
CAD
0.12
STROKE
0.12
EDUCATION
0.11
sw_malignancy
0.11
FAMILY_DIAB
0.11
sw_smoker_cat
0.10
sw_smoke_100
0.10
sw_overweight
0.10
diab_retinopathy
0.09
sw_diab
0.08
sw_oral_antidiab
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DIALYSIS
CORRELATION RATIO WITH...
CREATININE
0.35
BUN
0.21
AGE
0.15
URIC_ACID
0.12
GLUCOSE
0.11
HbA1c
0.10
TRIGLYCERIDS
0.08
GLOBULIN
0.08
diab_age
0.08
WEIGHT
0.08
DBP_first
0.08
BMI
0.07
CALCIO
0.07
PHOSPHORUS
0.07